├── beatles ├── .gitignore ├── data │ ├── .gitignore │ ├── beatles │ │ ├── keylab │ │ │ └── The_Beatles │ │ │ │ ├── 05_-_Help! │ │ │ │ ├── 13_-_Yesterday.lab │ │ │ │ ├── 04_-_I_Need_You.lab │ │ │ │ ├── 05_-_Another_Girl.lab │ │ │ │ ├── 07_-_Ticket_To_Ride.lab │ │ │ │ ├── 08_-_Act_Naturally.lab │ │ │ │ ├── 09_-_It's_Only_Love.lab │ │ │ │ ├── 02_-_The_Night_Before.lab │ │ │ │ ├── 14_-_Dizzy_Miss_Lizzy.lab │ │ │ │ ├── 10_-_You_Like_Me_Too_Much.lab │ │ │ │ ├── 11_-_Tell_Me_What_You_See.lab │ │ │ │ ├── 12_-_I've_Just_Seen_a_Face.lab │ │ │ │ ├── 06_-_You're_Going_To_Lose_That_Girl.lab │ │ │ │ ├── 03_-_You've_Got_To_Hide_Your_Love_Away.lab │ │ │ │ └── 01_-_Help!.lab │ │ │ │ ├── 07_-_Revolver │ │ │ │ ├── 01_-_Taxman.lab │ │ │ │ ├── 10_-_For_No_One.lab │ │ │ │ ├── 06_-_Yellow_Submarine.lab │ │ │ │ ├── 11_-_Doctor_Robert.lab │ │ │ │ ├── 02_-_Eleanor_Rigby.lab │ │ │ │ ├── 04_-_Love_You_To.lab │ │ │ │ ├── 07_-_She_Said_She_Said.lab │ │ │ │ ├── 08_-_Good_Day_Sunshine.lab │ │ │ │ ├── 12_-_I_Want_To_Tell_You.lab │ │ │ │ ├── 14_-_Tomorrow_Never_Knows.lab │ │ │ │ ├── 03_-_I'm_Only_Sleeping.lab │ │ │ │ ├── 05_-_Here,_There_And_Everywhere.lab │ │ │ │ ├── 09_-_And_Your_Bird_Can_Sing.lab │ │ │ │ └── 13_-_Got_To_Get_You_Into_My_Life.lab │ │ │ │ ├── 06_-_Rubber_Soul │ │ │ │ ├── 06_-_The_Word.lab │ │ │ │ ├── 01_-_Drive_My_Car.lab │ │ │ │ ├── 04_-_Nowhere_Man.lab │ │ │ │ ├── 08_-_What_Goes_On.lab │ │ │ │ ├── 11_-_In_My_Life.lab │ │ │ │ ├── 12_-_Wait.lab │ │ │ │ ├── 03_-_You_Won't_See_Me.lab │ │ │ │ ├── 05_-_Think_For_Yourself.lab │ │ │ │ ├── 14_-_Run_For_Your_Life.lab │ │ │ │ ├── 13_-_If_I_Needed_Someone.lab │ │ │ │ ├── 10_-_I'm_Looking_Through_You.lab │ │ │ │ ├── 02_-_Norwegian_Wood_(This_Bird_Has_Flown).lab │ │ │ │ ├── 09_-_Girl.lab │ │ │ │ └── 07_-_Michelle.lab │ │ │ │ ├── 01_-_Please_Please_Me │ │ │ │ ├── 04_-_Chains.lab │ │ │ │ ├── 05_-_Boys.lab │ │ │ │ ├── 06_-_Ask_Me_Why.lab │ │ │ │ ├── 08_-_Love_Me_Do.lab │ │ │ │ ├── 10_-_Baby_It's_You.lab │ │ │ │ ├── 07_-_Please_Please_Me.lab │ │ │ │ ├── 13_-_There's_A_Place.lab │ │ │ │ ├── 14_-_Twist_And_Shout.lab │ │ │ │ ├── 12_-_A_Taste_Of_Honey.lab │ │ │ │ ├── 09_-_P._S._I_Love_You.lab │ │ │ │ ├── 11_-_Do_You_Want_To_Know_A_Secret.lab │ │ │ │ ├── 02_-_Misery.lab │ │ │ │ ├── 03_-_Anna_(Go_To_Him).lab │ │ │ │ └── 01_-_I_Saw_Her_Standing_There.lab │ │ │ │ ├── 04_-_Beatles_for_Sale │ │ │ │ ├── 01_-_No_Reply.lab │ │ │ │ ├── 02_-_I'm_a_Loser.lab │ │ │ │ ├── 09_-_Words_of_Love.lab │ │ │ │ ├── 10_-_Honey_Don't.lab │ │ │ │ ├── 03_-_Baby's_In_Black.lab │ │ │ │ ├── 06_-_Mr._Moonlight.lab │ │ │ │ ├── 08_-_Eight_Days_a_Week.lab │ │ │ │ ├── 11_-_Every_Little_Thing.lab │ │ │ │ ├── 13_-_What_You're_Doing.lab │ │ │ │ ├── 04_-_Rock_and_Roll_Music.lab │ │ │ │ ├── 05_-_I'll_Follow_the_Sun.lab │ │ │ │ ├── 07_-_Kansas_City-_Hey,_Hey,_Hey,_Hey.lab │ │ │ │ ├── 12_-_I_Don't_Want_to_Spoil_the_Party.lab │ │ │ │ └── 14_-_Everybody's_Trying_to_Be_My_Baby.lab │ │ │ │ ├── 03_-_A_Hard_Day's_Night │ │ │ │ ├── 06_-_Tell_Me_Why.lab │ │ │ │ ├── 08_-_Any_Time_At_All.lab │ │ │ │ ├── 09_-_I'll_Cry_Instead.lab │ │ │ │ ├── 07_-_Can't_Buy_Me_Love.lab │ │ │ │ ├── 12_-_You_Can't_Do_That.lab │ │ │ │ ├── 05_-_And_I_Love_Her.lab │ │ │ │ ├── 03_-_If_I_Fell.lab │ │ │ │ ├── 01_-_A_Hard_Day's_Night.lab │ │ │ │ ├── 02_-_I_Should_Have_Known_Better.lab │ │ │ │ ├── 10_-_Things_We_Said_Today.lab │ │ │ │ ├── 04_-_I'm_Happy_Just_To_Dance_With_You.lab │ │ │ │ ├── 11_-_When_I_Get_Home.lab │ │ │ │ └── 13_-_I'll_Be_Back.lab │ │ │ │ ├── 09_-_Magical_Mystery_Tour │ │ │ │ ├── 03_-_Flying.lab │ │ │ │ ├── 04_-_Blue_Jay_Way.lab │ │ │ │ ├── 07_-_Hello_Goodbye.lab │ │ │ │ ├── 09_-_Penny_Lane.lab │ │ │ │ ├── 06_-_I_Am_The_Walrus.lab │ │ │ │ ├── 01_-_Magical_Mystery_Tour.lab │ │ │ │ ├── 02_-_The_Fool_On_The_Hill.lab │ │ │ │ ├── 05_-_Your_Mother_Should_Know.lab │ │ │ │ ├── 11_-_All_You_Need_Is_Love.lab │ │ │ │ ├── 08_-_Strawberry_Fields_Forever.lab │ │ │ │ └── 10_-_Baby_You're_A_Rich_Man.lab │ │ │ │ ├── 10CD1_-_The_Beatles │ │ │ │ ├── CD1_-_12_-_Piggies.lab │ │ │ │ ├── CD1_-_16_-_I_Will.lab │ │ │ │ ├── CD1_-_17_-_Julia.lab │ │ │ │ ├── CD1_-_05_-_Wild_Honey_Pie.lab │ │ │ │ ├── CD1_-_10_-_I'm_So_Tired.lab │ │ │ │ ├── CD1_-_11_-_Black_Bird.lab │ │ │ │ ├── CD1_-_13_-_Rocky_Raccoon.lab │ │ │ │ ├── CD1_-_01_-_Back_in_the_USSR.lab │ │ │ │ ├── CD1_-_03_-_Glass_Onion.lab │ │ │ │ ├── CD1_-_04_-_Ob-La-Di,_Ob-La-Da.lab │ │ │ │ ├── CD1_-_09_-_Martha_My_Dear.lab │ │ │ │ ├── CD1_-_14_-_Don't_Pass_Me_By.lab │ │ │ │ ├── CD1_-_02_-_Dear_Prudence.lab │ │ │ │ ├── CD1_-_08_-_Happiness_is_a_Warm_Gun.lab │ │ │ │ ├── CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab │ │ │ │ ├── CD1_-_06_-_The_Continuing_Story_of_Bungalow_Bill.lab │ │ │ │ └── CD1_-_07_-_While_My_Guitar_Gently_Weeps.lab │ │ │ │ ├── 10CD2_-_The_Beatles │ │ │ │ ├── CD2_-_02_-_Yer_Blues.lab │ │ │ │ ├── CD2_-_09_-_Honey_Pie.lab │ │ │ │ ├── CD2_-_05_-_Sexy_Sadie.lab │ │ │ │ ├── CD2_-_06_-_Helter_Skelter.lab │ │ │ │ ├── CD2_-_07_-_Long_Long_Long.lab │ │ │ │ ├── CD2_-_08_-_Revolution_1.lab │ │ │ │ ├── CD2_-_10_-_Savoy_Truffle.lab │ │ │ │ ├── CD2_-_13_-_Good_Night.lab │ │ │ │ ├── CD2_-_03_-_Mother_Nature's_Son.lab │ │ │ │ ├── CD2_-_12_-_Revolution_9.lab │ │ │ │ ├── CD2_-_04_-_Everybody's_Got_Something_To_Hide_Except_Me_and_My_Monkey.lab │ │ │ │ ├── CD2_-_01_-_Birthday.lab │ │ │ │ └── CD2_-_11_-_Cry_Baby_Cry.lab │ │ │ │ ├── 11_-_Abbey_Road │ │ │ │ ├── 10_-_Sun_King.lab │ │ │ │ ├── 12_-_Polythene_Pam.lab │ │ │ │ ├── 11_-_Mean_Mr_Mustard.lab │ │ │ │ ├── 15_-_Carry_That_Weight.lab │ │ │ │ ├── 04_-_Oh!_Darling.lab │ │ │ │ ├── 16_-_The_End.lab │ │ │ │ ├── 17_-_Her_Majesty.lab │ │ │ │ ├── 05_-_Octopus's_Garden.lab │ │ │ │ ├── 06_-_I_Want_You.lab │ │ │ │ ├── 08_-_Because.lab │ │ │ │ ├── 13_-_She_Came_In_Through_The_Bathroom_Window.lab │ │ │ │ ├── 03_-_Maxwell's_Silver_Hammer.lab │ │ │ │ ├── 07_-_Here_Comes_The_Sun.lab │ │ │ │ ├── 02_-_Something.lab │ │ │ │ ├── 14_-_Golden_Slumbers.lab │ │ │ │ ├── 09_-_You_Never_Give_Me_Your_Money.lab │ │ │ │ └── 01_-_Come_Together.lab │ │ │ │ ├── 12_-_Let_It_Be │ │ │ │ ├── 06_-_Let_It_Be.lab │ │ │ │ ├── 05_-_Dig_It.lab │ │ │ │ ├── 07_-_Maggie_Mae.lab │ │ │ │ ├── 01_-_Two_of_Us.lab │ │ │ │ ├── 02_-_Dig_a_Pony.lab │ │ │ │ ├── 09_-_One_After_909.lab │ │ │ │ ├── 11_-_For_You_Blue.lab │ │ │ │ ├── 04_-_I_Me_Mine.lab │ │ │ │ ├── 08_-_I've_Got_A_Feeling.lab │ │ │ │ ├── 03_-_Across_the_Universe.lab │ │ │ │ ├── 12_-_Get_Back.lab │ │ │ │ └── 10_-_The_Long_and_Winding_Road.lab │ │ │ │ ├── 02_-_With_the_Beatles │ │ │ │ ├── 14_-_Money.lab │ │ │ │ ├── 01_-_It_Won't_Be_Long.lab │ │ │ │ ├── 03_-_All_My_Loving.lab │ │ │ │ ├── 05_-_Little_Child.lab │ │ │ │ ├── 09_-_Hold_Me_Tight.lab │ │ │ │ ├── 02_-_All_I've_Got_To_Do.lab │ │ │ │ ├── 04_-_Don't_Bother_Me.lab │ │ │ │ ├── 06_-_Till_There_Was_You.lab │ │ │ │ ├── 07_-_Please_Mister_Postman.lab │ │ │ │ ├── 08_-_Roll_Over_Beethoven.lab │ │ │ │ ├── 11_-_I_Wanna_Be_Your_Man.lab │ │ │ │ ├── 12_-_Devil_In_Her_Heart.lab │ │ │ │ ├── 10_-_You_Really_Got_A_Hold_On_Me.lab │ │ │ │ └── 13_-_Not_A_Second_Time.lab │ │ │ │ └── 08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band │ │ │ │ ├── 02_-_With_A_Little_Help_From_My_Friends.lab │ │ │ │ ├── 04_-_Getting_Better.lab │ │ │ │ ├── 05_-_Fixing_A_Hole.lab │ │ │ │ ├── 06_-_She's_Leaving_Home.lab │ │ │ │ ├── 09_-_When_I'm_Sixty-Four.lab │ │ │ │ ├── 11_-_Good_Morning_Good_Morning.lab │ │ │ │ ├── 08_-_Within_You_Without_You.lab │ │ │ │ ├── 01_-_Sgt._Pepper's_Lonely_Hearts_Club_Band.lab │ │ │ │ ├── 10_-_Lovely_Rita.lab │ │ │ │ ├── 12_-_Sgt._Pepper's_Lonely_Hearts_Club_Band_(Reprise).lab │ │ │ │ ├── 13_-_A_Day_In_The_Life.lab │ │ │ │ ├── 03_-_Lucy_In_The_Sky_With_Diamonds.lab │ │ │ │ └── 07_-_Being_For_The_Benefit_Of_Mr._Kite!.lab │ │ ├── .gitignore │ │ ├── chordlab │ │ │ └── The_Beatles │ │ │ │ ├── 12_-_Let_It_Be │ │ │ │ ├── 07_-_Maggie_Mae.lab │ │ │ │ ├── 07_-_Maggie_Mae.lab.pcs.tsv │ │ │ │ ├── 05_-_Dig_It.lab │ │ │ │ ├── 09_-_One_After_909.lab │ │ │ │ ├── 11_-_For_You_Blue.lab │ │ │ │ └── 03_-_Across_the_Universe.lab │ │ │ │ ├── 08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band │ │ │ │ ├── 08_-_Within_You_Without_You.lab │ │ │ │ ├── 08_-_Within_You_Without_You.lab.pcs.tsv │ │ │ │ ├── 12_-_Sgt._Pepper's_Lonely_Hearts_Club_Band_(Reprise).lab │ │ │ │ └── 01_-_Sgt._Pepper's_Lonely_Hearts_Club_Band.lab │ │ │ │ ├── 10CD1_-_The_Beatles │ │ │ │ ├── CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab │ │ │ │ ├── CD1_-_05_-_Wild_Honey_Pie.lab │ │ │ │ ├── CD1_-_14_-_Don't_Pass_Me_By.lab │ │ │ │ ├── CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab.pcs.tsv │ │ │ │ ├── CD1_-_05_-_Wild_Honey_Pie.lab.pcs.tsv │ │ │ │ └── CD1_-_10_-_I'm_So_Tired.lab │ │ │ │ ├── 09_-_Magical_Mystery_Tour │ │ │ │ ├── 04_-_Blue_Jay_Way.lab │ │ │ │ ├── 03_-_Flying.lab │ │ │ │ ├── 04_-_Blue_Jay_Way.lab.pcs.tsv │ │ │ │ └── 03_-_Flying.lab.pcs.tsv │ │ │ │ ├── 11_-_Abbey_Road │ │ │ │ ├── 17_-_Her_Majesty.lab │ │ │ │ ├── 11_-_Mean_Mr_Mustard.lab │ │ │ │ ├── 14_-_Golden_Slumbers.lab │ │ │ │ ├── 01_-_Come_Together.lab │ │ │ │ ├── 10_-_Sun_King.lab │ │ │ │ ├── 15_-_Carry_That_Weight.lab │ │ │ │ ├── 08_-_Because.lab │ │ │ │ ├── 16_-_The_End.lab │ │ │ │ ├── 17_-_Her_Majesty.lab.pcs.tsv │ │ │ │ ├── 13_-_She_Came_In_Through_The_Bathroom_Window.lab │ │ │ │ ├── 14_-_Golden_Slumbers.lab.pcs.tsv │ │ │ │ ├── 12_-_Polythene_Pam.lab │ │ │ │ ├── 11_-_Mean_Mr_Mustard.lab.pcs.tsv │ │ │ │ └── 04_-_Oh!_Darling.lab │ │ │ │ ├── 02_-_With_the_Beatles │ │ │ │ ├── 11_-_I_Wanna_Be_Your_Man.lab │ │ │ │ ├── 07_-_Please_Mister_Postman.lab │ │ │ │ ├── 02_-_All_I've_Got_To_Do.lab │ │ │ │ ├── 10_-_You_Really_Got_A_Hold_On_Me.lab │ │ │ │ ├── 05_-_Little_Child.lab │ │ │ │ ├── 11_-_I_Wanna_Be_Your_Man.lab.pcs.tsv │ │ │ │ ├── 08_-_Roll_Over_Beethoven.lab │ │ │ │ ├── 01_-_It_Won't_Be_Long.lab │ │ │ │ ├── 13_-_Not_A_Second_Time.lab │ │ │ │ └── 03_-_All_My_Loving.lab │ │ │ │ ├── 07_-_Revolver │ │ │ │ ├── 11_-_Doctor_Robert.lab │ │ │ │ ├── 04_-_Love_You_To.lab │ │ │ │ ├── 09_-_And_Your_Bird_Can_Sing.lab │ │ │ │ ├── 14_-_Tomorrow_Never_Knows.lab │ │ │ │ ├── 01_-_Taxman.lab │ │ │ │ ├── 08_-_Good_Day_Sunshine.lab │ │ │ │ ├── 02_-_Eleanor_Rigby.lab │ │ │ │ ├── 11_-_Doctor_Robert.lab.pcs.tsv │ │ │ │ ├── 10_-_For_No_One.lab │ │ │ │ └── 12_-_I_Want_To_Tell_You.lab │ │ │ │ ├── 06_-_Rubber_Soul │ │ │ │ ├── 13_-_If_I_Needed_Someone.lab │ │ │ │ ├── 02_-_Norwegian_Wood_(This_Bird_Has_Flown).lab │ │ │ │ ├── 08_-_What_Goes_On.lab │ │ │ │ ├── 14_-_Run_For_Your_Life.lab │ │ │ │ ├── 05_-_Think_For_Yourself.lab │ │ │ │ └── 06_-_The_Word.lab │ │ │ │ ├── 03_-_A_Hard_Day's_Night │ │ │ │ ├── 09_-_I'll_Cry_Instead.lab │ │ │ │ ├── 11_-_When_I_Get_Home.lab │ │ │ │ ├── 12_-_You_Can't_Do_That.lab │ │ │ │ ├── 05_-_And_I_Love_Her.lab │ │ │ │ ├── 07_-_Can't_Buy_Me_Love.lab │ │ │ │ └── 13_-_I'll_Be_Back.lab │ │ │ │ ├── 01_-_Please_Please_Me │ │ │ │ ├── 04_-_Chains.lab │ │ │ │ ├── 02_-_Misery.lab │ │ │ │ ├── 05_-_Boys.lab │ │ │ │ ├── 10_-_Baby_It's_You.lab │ │ │ │ ├── 13_-_There's_A_Place.lab │ │ │ │ ├── 01_-_I_Saw_Her_Standing_There.lab │ │ │ │ ├── 12_-_A_Taste_Of_Honey.lab │ │ │ │ └── 08_-_Love_Me_Do.lab │ │ │ │ ├── 10CD2_-_The_Beatles │ │ │ │ ├── CD2_-_06_-_Helter_Skelter.lab │ │ │ │ └── CD2_-_01_-_Birthday.lab │ │ │ │ ├── 04_-_Beatles_for_Sale │ │ │ │ ├── 04_-_Rock_and_Roll_Music.lab │ │ │ │ ├── 14_-_Everybody's_Trying_to_Be_My_Baby.lab │ │ │ │ ├── 01_-_No_Reply.lab │ │ │ │ ├── 07_-_Kansas_City-_Hey,_Hey,_Hey,_Hey.lab │ │ │ │ ├── 10_-_Honey_Don't.lab │ │ │ │ └── 13_-_What_You're_Doing.lab │ │ │ │ └── 05_-_Help! │ │ │ │ ├── 07_-_Ticket_To_Ride.lab │ │ │ │ ├── 14_-_Dizzy_Miss_Lizzy.lab │ │ │ │ ├── 01_-_Help!.lab │ │ │ │ ├── 09_-_It's_Only_Love.lab │ │ │ │ ├── 12_-_I've_Just_Seen_a_Face.lab │ │ │ │ └── 08_-_Act_Naturally.lab │ │ ├── isophonics-albums.txt │ │ ├── dataset-split-indexes.tsv │ │ └── normalize_audio_cd_paths.py │ └── isophonics-reference-annotations.txt └── README.md ├── tools ├── .gitignore ├── chord-labels-1.0 │ └── lib │ │ ├── antlr4-4.5.1.jar │ │ └── chord-labels-1.0.jar ├── install_chord_labs.sh └── add_pitch_class_sets.sh ├── ml-playground ├── boston_dataset_exploration │ ├── .gitignore │ ├── requirements.txt │ └── README.md ├── theanets │ └── audio-chroma-dim-reduction │ │ ├── piano_c_scale_tsne.png │ │ ├── piano_c_scale_mds_incomplete.png │ │ ├── piano_c_autoencoder_exp_16_1024_128_16_2_relu.png │ │ ├── piano_c_autoencoder_exp_3_1024_200_20_2_logistic.png │ │ ├── piano_c_autoencoder_exp_12_1024_100_10_2_logistic.png │ │ ├── piano_c_autoencoder_exp_33_1024_200_2_logistic_both_dropout_0.5.png │ │ └── piano_c_autoencoder_exp_17_1024_128_16_2_logistic_contractive_0.8.png ├── README.md ├── .gitignore └── LICENSE ├── instrument-classification ├── data │ ├── .gitignore │ └── examples │ │ ├── README.md │ │ └── bach_toccata_fugue_dm.mid ├── requirements.txt ├── instruments.py ├── classify_instrument.sh ├── capture.py ├── generate_chords.py ├── model_arch.py ├── predict_webapp.py ├── leaderboard.py └── inspect_errors.py ├── snippets └── keras │ ├── lstm_char_rnn │ └── requirements.txt │ └── loss_history.py ├── TODO.md ├── README.md ├── .gitignore └── LICENSE /beatles/.gitignore: -------------------------------------------------------------------------------- 1 | data/ 2 | -------------------------------------------------------------------------------- /beatles/data/.gitignore: -------------------------------------------------------------------------------- 1 | misc/ 2 | -------------------------------------------------------------------------------- /tools/.gitignore: -------------------------------------------------------------------------------- 1 | !chord-labels-1.0/lib/ 2 | -------------------------------------------------------------------------------- /ml-playground/boston_dataset_exploration/.gitignore: -------------------------------------------------------------------------------- 1 | *.png 2 | -------------------------------------------------------------------------------- /instrument-classification/data/.gitignore: -------------------------------------------------------------------------------- 1 | working/ 2 | prepared/ 3 | -------------------------------------------------------------------------------- /snippets/keras/lstm_char_rnn/requirements.txt: -------------------------------------------------------------------------------- 1 | keras >= 1.1.1 2 | numpy 3 | sklearn 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/13_-_Yesterday.lab: -------------------------------------------------------------------------------- 1 | 0.000 127.427 Key F 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/07_-_Revolver/01_-_Taxman.lab: -------------------------------------------------------------------------------- 1 | 0.000 159.000 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/04_-_I_Need_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 151.493 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/05_-_Another_Girl.lab: -------------------------------------------------------------------------------- 1 | 0.000 128.000 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/07_-_Ticket_To_Ride.lab: -------------------------------------------------------------------------------- 1 | 0.000 192.493 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/08_-_Act_Naturally.lab: -------------------------------------------------------------------------------- 1 | 0.000 153.173 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/09_-_It's_Only_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000 118.800 Key C 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/06_-_The_Word.lab: -------------------------------------------------------------------------------- 1 | 0.000 163.693 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/07_-_Revolver/10_-_For_No_One.lab: -------------------------------------------------------------------------------- 1 | 0.000 121.707 Key B 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/04_-_Chains.lab: -------------------------------------------------------------------------------- 1 | 0.000 146.493 Key Bb 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/05_-_Boys.lab: -------------------------------------------------------------------------------- 1 | 0.000 147.507 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/01_-_No_Reply.lab: -------------------------------------------------------------------------------- 1 | 0.000 137.827 Key C 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/02_-_The_Night_Before.lab: -------------------------------------------------------------------------------- 1 | 0.000 156.693 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/14_-_Dizzy_Miss_Lizzy.lab: -------------------------------------------------------------------------------- 1 | 0.000 174.267 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/01_-_Drive_My_Car.lab: -------------------------------------------------------------------------------- 1 | 0.000 150.267 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/04_-_Nowhere_Man.lab: -------------------------------------------------------------------------------- 1 | 0.000 164.307 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/08_-_What_Goes_On.lab: -------------------------------------------------------------------------------- 1 | 0.000 170.800 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/11_-_In_My_Life.lab: -------------------------------------------------------------------------------- 1 | 0.000 147.973 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/12_-_Wait.lab: -------------------------------------------------------------------------------- 1 | 0.000 136.960 Key F#:minor 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/07_-_Revolver/06_-_Yellow_Submarine.lab: -------------------------------------------------------------------------------- 1 | 0.000 160.400 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/07_-_Revolver/11_-_Doctor_Robert.lab: -------------------------------------------------------------------------------- 1 | 0.000 135.200 Key B 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/06_-_Ask_Me_Why.lab: -------------------------------------------------------------------------------- 1 | 0.000 147.760 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/08_-_Love_Me_Do.lab: -------------------------------------------------------------------------------- 1 | 0.000 142.760 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/10_-_Baby_It's_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 158.067 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/06_-_Tell_Me_Why.lab: -------------------------------------------------------------------------------- 1 | 0.000 130.053 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/02_-_I'm_a_Loser.lab: -------------------------------------------------------------------------------- 1 | 0.000 153.507 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/09_-_Words_of_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000 134.733 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/10_-_Honey_Don't.lab: -------------------------------------------------------------------------------- 1 | 0.000 179.600 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/10_-_You_Like_Me_Too_Much.lab: -------------------------------------------------------------------------------- 1 | 0.000 158.800 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/11_-_Tell_Me_What_You_See.lab: -------------------------------------------------------------------------------- 1 | 0.000 159.693 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/12_-_I've_Just_Seen_a_Face.lab: -------------------------------------------------------------------------------- 1 | 0.000 127.173 Key A 2 | 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-------------------------------------------------------------------------------- 1 | 0.000 124.333 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_16_-_I_Will.lab: -------------------------------------------------------------------------------- 1 | 0.000 106.027 Key F 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_17_-_Julia.lab: -------------------------------------------------------------------------------- 1 | 0.000 174.200 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_02_-_Yer_Blues.lab: -------------------------------------------------------------------------------- 1 | 0.000 241.093 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_09_-_Honey_Pie.lab: -------------------------------------------------------------------------------- 1 | 0.000 161.333 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/07_-_Please_Please_Me.lab: -------------------------------------------------------------------------------- 1 | 0.000 123.373 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/13_-_There's_A_Place.lab: -------------------------------------------------------------------------------- 1 | 0.000 112.867 Key E 2 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0.000 127.560 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/06_-_Mr._Moonlight.lab: -------------------------------------------------------------------------------- 1 | 0.000 157.200 Key F# 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/08_-_Eight_Days_a_Week.lab: -------------------------------------------------------------------------------- 1 | 0.000 165.427 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/04_-_Beatles_for_Sale/11_-_Every_Little_Thing.lab: -------------------------------------------------------------------------------- 1 | 0.000 124.533 Key A 2 | 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-------------------------------------------------------------------------------- 1 | 0.000 211.467 Key C 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/09_-_Penny_Lane.lab: -------------------------------------------------------------------------------- 1 | 0.000 183.373 Key B 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_05_-_Wild_Honey_Pie.lab: -------------------------------------------------------------------------------- 1 | 0.000 52.907 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_10_-_I'm_So_Tired.lab: -------------------------------------------------------------------------------- 1 | 0.000 123.307 Key A 2 | 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-------------------------------------------------------------------------------- 1 | 0.000 174.893 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_13_-_Good_Night.lab: -------------------------------------------------------------------------------- 1 | 0.000 191.800 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/12_-_A_Taste_Of_Honey.lab: -------------------------------------------------------------------------------- 1 | 0.000 125.133 Key F#:minor 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/07_-_Can't_Buy_Me_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000 134.920 Key C 2 | 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-------------------------------------------------------------------------------- 1 | 0.000 277.067 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_01_-_Back_in_the_USSR.lab: -------------------------------------------------------------------------------- 1 | 0.000 163.307 Key A 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_03_-_Glass_Onion.lab: -------------------------------------------------------------------------------- 1 | 0.000 137.973 Key A:minor 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_04_-_Ob-La-Di,_Ob-La-Da.lab: -------------------------------------------------------------------------------- 1 | 0.000 188.827 Key B 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_09_-_Martha_My_Dear.lab: -------------------------------------------------------------------------------- 1 | 0.000 148.733 Key Eb 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_14_-_Don't_Pass_Me_By.lab: -------------------------------------------------------------------------------- 1 | 0.000 230.400 Key C 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_03_-_Mother_Nature's_Son.lab: -------------------------------------------------------------------------------- 1 | 0.000 168.040 Key D 2 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0.000 119.333 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/01_-_Magical_Mystery_Tour.lab: -------------------------------------------------------------------------------- 1 | 0.000 171.827 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/02_-_The_Fool_On_The_Hill.lab: -------------------------------------------------------------------------------- 1 | 0.000 180.173 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/05_-_Your_Mother_Should_Know.lab: -------------------------------------------------------------------------------- 1 | 0.000 149.600 Key C 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/11_-_All_You_Need_Is_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000 228.440 Key G 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_02_-_Dear_Prudence.lab: -------------------------------------------------------------------------------- 1 | 0.000 236.360 Key D:mixolydian 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_08_-_Happiness_is_a_Warm_Gun.lab: -------------------------------------------------------------------------------- 1 | 0.000 163.467 Key C 2 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0.000 131.440 Key G:mixolydian 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/02_-_Norwegian_Wood_(This_Bird_Has_Flown).lab: -------------------------------------------------------------------------------- 1 | 0.000 125.427 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/08_-_Strawberry_Fields_Forever.lab: -------------------------------------------------------------------------------- 1 | 0.000 250.493 Key Bb 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/10_-_Sun_King.lab: -------------------------------------------------------------------------------- 1 | 0.000 146.350 Key E 2 | 146.350 146.307 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/12_-_Polythene_Pam.lab: -------------------------------------------------------------------------------- 1 | 0.000 72.750 Key E 2 | 72.750 72.733 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/06_-_Let_It_Be.lab: -------------------------------------------------------------------------------- 1 | 0.000 241.355 Key C 2 | 241.355 243.307 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/.gitignore: -------------------------------------------------------------------------------- 1 | all/ 2 | audio-cd/ 3 | beat/ 4 | chromagram/ 5 | derived/ 6 | models/ 7 | ml_dataset/ 8 | seglab/ 9 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/09_-_Magical_Mystery_Tour/10_-_Baby_You're_A_Rich_Man.lab: -------------------------------------------------------------------------------- 1 | 0.000 183.760 Key G:mixolydian 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab: -------------------------------------------------------------------------------- 1 | 0.000 101.440 Key D 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/11_-_Mean_Mr_Mustard.lab: -------------------------------------------------------------------------------- 1 | 0.000 66.295 Key E 2 | 66.295 66.293 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/15_-_Carry_That_Weight.lab: -------------------------------------------------------------------------------- 1 | 0.000 96.870 Key C 2 | 96.870 96.867 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/05_-_And_I_Love_Her.lab: -------------------------------------------------------------------------------- 1 | 0.000 88.800 Key E 2 | 88.800 151.053 Key F 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_06_-_The_Continuing_Story_of_Bungalow_Bill.lab: -------------------------------------------------------------------------------- 1 | 0.000 194.067 Key C 2 | -------------------------------------------------------------------------------- /tools/chord-labels-1.0/lib/antlr4-4.5.1.jar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/tools/chord-labels-1.0/lib/antlr4-4.5.1.jar -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/05_-_Help!/01_-_Help!.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.050 Silence 2 | 1.050 136.820 Key A 3 | 136.820 141.067 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/05_-_Dig_It.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.480 Silence 2 | 1.480 50.000 Key F 3 | 50.000 50.000 Silence 4 | -------------------------------------------------------------------------------- /tools/chord-labels-1.0/lib/chord-labels-1.0.jar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/tools/chord-labels-1.0/lib/chord-labels-1.0.jar -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/07_-_Maggie_Mae.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.345 Silence 2 | 0.345 38.005 Key G 3 | 38.005 40.600 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/02_-_Misery.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.395 Silence 2 | 0.395 105.685 Key C 3 | 105.685 110.160 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/14_-_Money.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.420 Silence 2 | 0.420 166.305 Key E 3 | 166.305 167.560 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/04_-_Oh!_Darling.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.380 Silence 2 | 0.380 204.487 Key A 3 | 204.487 206.707 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/16_-_The_End.lab: -------------------------------------------------------------------------------- 1 | 0.000 107.227 Key A 2 | 107.227 123.300 Key C 3 | 123.300 139.827 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/17_-_Her_Majesty.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.320 Silence 2 | 0.320 22.875 Key D 3 | 22.875 23.267 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/01_-_Two_of_Us.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.995 Silence 2 | 0.995 213.430 Key G 3 | 213.430 216.667 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/02_-_Dig_a_Pony.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.755 Silence 2 | 0.755 229.350 Key A 3 | 229.350 234.800 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/09_-_One_After_909.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.350 Silence 2 | 0.350 170.535 Key B 3 | 170.535 175.507 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/11_-_For_You_Blue.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.450 Silence 2 | 0.450 149.205 Key D 3 | 149.205 152.733 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/03_-_If_I_Fell.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.385 Silence 2 | 0.385 137.140 Key D 3 | 137.140 142.027 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_04_-_Everybody's_Got_Something_To_Hide_Except_Me_and_My_Monkey.lab: -------------------------------------------------------------------------------- 1 | 0.000 144.800 Key E 2 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/05_-_Octopus's_Garden.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.375 Silence 2 | 0.375 168.099 Key E 3 | 168.099 171.160 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/06_-_I_Want_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.370 Silence 2 | 0.370 464.090 Key D:minor 3 | 464.090 467.173 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/08_-_Because.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.390 Silence 2 | 0.390 164.750 Key C#:minor 3 | 164.750 165.533 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/13_-_She_Came_In_Through_The_Bathroom_Window.lab: -------------------------------------------------------------------------------- 1 | 0.000 116.600 Key A 2 | 116.600 117.733 Silence 3 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/04_-_I_Me_Mine.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.375 Silence 2 | 0.375 144.340 Key A:minor 3 | 144.340 145.733 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/08_-_I've_Got_A_Feeling.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.395 Silence 2 | 0.395 214.135 Key A 3 | 214.135 217.960 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/03_-_Anna_(Go_To_Him).lab: -------------------------------------------------------------------------------- 1 | 0.000 0.410 Silence 2 | 0.410 174.120 Key D 3 | 174.120 177.573 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/01_-_It_Won't_Be_Long.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.030 Silence 2 | 1.030 129.940 Key E 3 | 129.940 133.733 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/03_-_All_My_Loving.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.383 Silence 2 | 0.383 125.530 Key E 3 | 125.530 129.560 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/05_-_Little_Child.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.425 Silence 2 | 0.425 103.749 Key E 3 | 103.749 108.000 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/09_-_Hold_Me_Tight.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.400 Silence 2 | 0.400 148.720 Key F 3 | 148.720 152.573 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/03_-_Across_the_Universe.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.355 Silence 2 | 0.355 222.650 Key D 3 | 222.650 228.560 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/12_-_Get_Back.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.365 Silence 2 | 0.365 185.355 Key A:mixolydian 3 | 185.355 187.093 Silence 4 | -------------------------------------------------------------------------------- /tools/install_chord_labs.sh: -------------------------------------------------------------------------------- 1 | git clone https://github.com/bzamecnik/chord-labels 2 | cd chord-labels 3 | ./gradlew distZip 4 | unzip build/distributions/*.zip 5 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/02_-_All_I've_Got_To_Do.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.429 Silence 2 | 0.429 120.271 Key E 3 | 120.271 124.533 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/04_-_Don't_Bother_Me.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.430 Silence 2 | 0.430 144.510 Key E:minor 3 | 144.510 149.373 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/06_-_Till_There_Was_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.430 Silence 2 | 0.430 132.750 Key F 3 | 132.750 136.733 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/07_-_Please_Mister_Postman.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.385 Silence 2 | 0.385 151.690 Key A 3 | 151.690 156.733 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/08_-_Roll_Over_Beethoven.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.405 Silence 2 | 0.405 163.025 Key D 3 | 163.025 167.627 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/11_-_I_Wanna_Be_Your_Man.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.413 Silence 2 | 0.413 114.815 Key E 3 | 114.815 118.973 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/12_-_Devil_In_Her_Heart.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.390 Silence 2 | 0.390 143.830 Key G 3 | 143.830 147.667 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/01_-_A_Hard_Day's_Night.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.000 Silence 2 | 1.000 147.350 Key G 3 | 147.350 152.520 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/03_-_Maxwell's_Silver_Hammer.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.385 Silence 2 | 0.385 207.270 Key D 3 | 207.270 207.267 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/07_-_Here_Comes_The_Sun.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.350 Silence 2 | 0.350 183.850 Key A:minor 3 | 183.850 185.560 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/12_-_Let_It_Be/10_-_The_Long_and_Winding_Road.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.345 Silence 2 | 0.345 215.990 Key Eb 3 | 215.990 217.867 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/01_-_Please_Please_Me/01_-_I_Saw_Her_Standing_There.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.035 Silence 2 | 1.035 171.880 Key E 3 | 171.880 175.800 Silence 4 | -------------------------------------------------------------------------------- /instrument-classification/data/examples/README.md: -------------------------------------------------------------------------------- 1 | # Examples 2 | 3 | - `bach_toccata_fugue_dm.mid` 4 | - source: http://www.midiworld.com/midis/other/bach/tnfdm.mid 5 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/10_-_You_Really_Got_A_Hold_On_Me.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.400 Silence 2 | 0.400 178.999 Key A 3 | 178.999 182.893 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/02_-_I_Should_Have_Known_Better.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.395 Silence 2 | 0.395 159.380 Key G 3 | 159.380 164.080 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/02_-_With_A_Little_Help_From_My_Friends.lab: -------------------------------------------------------------------------------- 1 | 0.000 163.515 Key E 2 | 163.515 164.000 Silence 3 | -------------------------------------------------------------------------------- /instrument-classification/data/examples/bach_toccata_fugue_dm.mid: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/instrument-classification/data/examples/bach_toccata_fugue_dm.mid -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/04_-_Getting_Better.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.410 Silence 2 | 0.410 167.870 Key C 3 | 167.870 167.867 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/05_-_Fixing_A_Hole.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.230 Silence 2 | 0.230 153.160 Key F:dorian 3 | 153.160 156.627 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/06_-_She's_Leaving_Home.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.455 Silence 2 | 0.455 214.075 Key E 3 | 214.075 215.040 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/09_-_When_I'm_Sixty-Four.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.245 Silence 2 | 0.245 157.710 Key Db 3 | 157.710 157.707 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/11_-_Good_Morning_Good_Morning.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.245 Silence 2 | 0.245 161.307 Key A 3 | 161.307 161.307 Silence 4 | -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_scale_tsne.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_scale_tsne.png -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/08_-_Within_You_Without_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.750 Silence 2 | 1.750 305.070 Key C#:modal 3 | 305.070 305.067 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/02_-_Something.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.258 Silence 2 | 0.258 70.957 Key C 3 | 70.957 98.396 Key A 4 | 98.396 178.849 Key C 5 | 178.849 183.000 Silence 6 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/01_-_Sgt._Pepper's_Lonely_Hearts_Club_Band.lab: -------------------------------------------------------------------------------- 1 | 0.000 2.250 Silence 2 | 2.250 122.427 Key G 3 | 122.427 122.427 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/10_-_Lovely_Rita.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.230 Silence 2 | 0.230 131.821 Key E 3 | 131.821 161.600 Key A:minor 4 | 161.600 162.093 Silence 5 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/12_-_Sgt._Pepper's_Lonely_Hearts_Club_Band_(Reprise).lab: -------------------------------------------------------------------------------- 1 | 0.000 44.868 Key F 2 | 44.868 78.893 Key G 3 | 78.893 78.893 Silence 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/14_-_Golden_Slumbers.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.375 Silence 2 | 0.375 34.542 Key A:minor 3 | 34.542 62.206 Key C 4 | 62.206 91.573 Key A:minor 5 | 91.573 91.573 Silence 6 | -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_scale_mds_incomplete.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_scale_mds_incomplete.png -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/09_-_You_Never_Give_Me_Your_Money.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.180 Silence 2 | 0.180 69.799 Key A:minor 3 | 69.799 148.050 Key C 4 | 148.050 242.400 Key A 5 | 242.400 242.400 Silence 6 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/10_-_Things_We_Said_Today.lab: -------------------------------------------------------------------------------- 1 | 0.000 59.466 Key A:minor 2 | 59.466 73.329 Key A 3 | 73.329 101.378 Key A:minor 4 | 101.378 115.233 Key A 5 | 115.233 158.827 Key A:minor 6 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/13_-_A_Day_In_The_Life.lab: -------------------------------------------------------------------------------- 1 | 0.000 135.830 Key G 2 | 135.830 198.310 Key E 3 | 198.310 259.226 Key G 4 | 259.226 333.907 Key E 5 | 333.907 333.907 Silence 6 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD1_-_The_Beatles/CD1_-_07_-_While_My_Guitar_Gently_Weeps.lab: -------------------------------------------------------------------------------- 1 | 0.000 50.776 Key A:minor 2 | 50.776 84.506 Key A 3 | 84.506 150.698 Key A:minor 4 | 150.698 184.049 Key A 5 | 184.049 285.293 Key A:minor 6 | -------------------------------------------------------------------------------- /instrument-classification/requirements.txt: -------------------------------------------------------------------------------- 1 | arrow 2 | Flask 3 | jsonpickle 4 | gevent 5 | gunicorn 6 | h5py 7 | keras 8 | matplotlib 9 | music21 10 | numpy 11 | pandas 12 | scikit-learn 13 | soundfile 14 | tensorflow 15 | tfr==0.2.2 16 | -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_16_1024_128_16_2_relu.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_16_1024_128_16_2_relu.png -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_3_1024_200_20_2_logistic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_3_1024_200_20_2_logistic.png -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_12_1024_100_10_2_logistic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_12_1024_100_10_2_logistic.png -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_01_-_Birthday.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.980 Silence 2 | 0.980 70.496 Key A 3 | 70.496 87.918 Key C 4 | 87.918 115.612 Key A 5 | 115.612 132.833 Key C 6 | 132.833 162.922 Key A 7 | 162.922 162.907 Silence 8 | -------------------------------------------------------------------------------- /instrument-classification/instruments.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | 3 | def midi_instruments(definition_file='data/midi-instruments.csv'): 4 | """Provides a Pandas DataFrame with MIDI insturments definitions.""" 5 | return pd.read_csv(definition_file, sep=',') 6 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/02_-_With_the_Beatles/13_-_Not_A_Second_Time.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.400 Silence 2 | 0.400 26.714 Key G 3 | 26.714 64.842 Key E:minor 4 | 64.842 91.912 Key G 5 | 91.912 111.280 Key E:minor 6 | 111.280 124.020 Key G 7 | 124.020 128.333 Silence 8 | -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_33_1024_200_2_logistic_both_dropout_0.5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_33_1024_200_2_logistic_both_dropout_0.5.png -------------------------------------------------------------------------------- /snippets/keras/loss_history.py: -------------------------------------------------------------------------------- 1 | from keras.callbacks import Callback 2 | 3 | class LossHistory(Callback): 4 | def on_train_begin(self, logs={}): 5 | self.losses = [] 6 | 7 | def on_batch_end(self, batch, logs={}): 8 | self.losses.append(logs.get('loss')) 9 | -------------------------------------------------------------------------------- /ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_17_1024_128_16_2_logistic_contractive_0.8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bzamecnik/ml/HEAD/ml-playground/theanets/audio-chroma-dim-reduction/piano_c_autoencoder_exp_17_1024_128_16_2_logistic_contractive_0.8.png -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/09_-_Girl.lab: -------------------------------------------------------------------------------- 1 | 0.000 21.107 Key C:minor 2 | 21.107 30.994 Key Eb 3 | 30.994 50.968 Key C:minor 4 | 50.968 90.558 Key Eb 5 | 90.558 110.497 Key C:minor 6 | 110.497 120.392 Key Eb 7 | 120.392 140.351 Key C:minor 8 | 140.351 153.867 Key Eb 9 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/04_-_I'm_Happy_Just_To_Dance_With_You.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.350 Silence 2 | 0.350 14.600 Key C#:minor 3 | 14.600 43.607 Key E 4 | 43.607 58.069 Key C#:minor 5 | 58.069 72.548 Key E 6 | 72.548 87.136 Key C#:minor 7 | 87.136 114.305 Key E 8 | 114.305 118.680 Silence 9 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/03_-_Lucy_In_The_Sky_With_Diamonds.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.255 Silence 2 | 0.255 32.400 Key A 3 | 32.400 50.487 Key Bb 4 | 50.487 93.705 Key G 5 | 93.705 128.977 Key Bb 6 | 128.977 153.825 Key A 7 | 153.825 204.160 Key G 8 | 204.160 208.440 Silence 9 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/11_-_Abbey_Road/01_-_Come_Together.lab: -------------------------------------------------------------------------------- 1 | 0.000 1.010 Silence 2 | 1.010 70.673 Key D:minor 3 | 70.673 76.430 Key D 4 | 76.430 111.167 Key D:minor 5 | 111.167 116.943 Key D 6 | 116.943 174.899 Key D:minor 7 | 174.899 180.747 Key D 8 | 180.747 254.135 Key D:minor 9 | 254.135 260.627 Silence 10 | -------------------------------------------------------------------------------- /TODO.md: -------------------------------------------------------------------------------- 1 | - [ ] create a Python package structure 2 | - [ ] generate chords 3 | - select base pitch 4 | - select chord type (a pitch class set) 5 | - make a chord of given type shifted by the base pitch 6 | - possibly duplicate some pitches 7 | - copy the root tone in the bottom octaves 8 | - copy any of the pitch classes to upper octaves 9 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/06_-_Rubber_Soul/07_-_Michelle.lab: -------------------------------------------------------------------------------- 1 | 0.000 8.510 Key F:minor 2 | 8.510 33.216 Key F 3 | 33.216 53.545 Key F:minor 4 | 53.545 65.726 Key F 5 | 65.726 85.931 Key F:minor 6 | 85.931 98.058 Key F 7 | 98.058 118.335 Key F:minor 8 | 118.335 131.265 Key F 9 | 131.265 139.894 Key F:minor 10 | 139.894 162.373 Key F 11 | -------------------------------------------------------------------------------- /tools/add_pitch_class_sets.sh: -------------------------------------------------------------------------------- 1 | # Extract binary pitch class sets + root and bass pitch classes from chord labels. 2 | 3 | # $ tools/add_pitch_class_sets.sh data/beatles/chordlabs 4 | 5 | export CHORD_LABELS=tools/chord-labels-1.0/bin/chord-labels 6 | for INPUT in $(find $1 -name '*.lab'); do 7 | echo $INPUT 8 | OUTPUT="$INPUT.pcs.tsv" 9 | $CHORD_LABELS $INPUT > $OUTPUT 10 | done 11 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/11_-_When_I_Get_Home.lab: -------------------------------------------------------------------------------- 1 | 0.000 8.759 Key A 2 | 8.759 16.149 Key A:minor 3 | 16.149 31.129 Key C 4 | 31.129 38.831 Key A 5 | 38.831 46.196 Key A:minor 6 | 46.196 61.216 Key C 7 | 61.216 68.955 Key A 8 | 68.955 76.620 Key A:minor 9 | 76.620 111.026 Key C 10 | 111.026 130.335 Key A 11 | 130.335 134.049 Key C 12 | 134.049 138.347 Silence 13 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/10CD2_-_The_Beatles/CD2_-_11_-_Cry_Baby_Cry.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.345 Silence 2 | 0.345 11.206 Key G 3 | 11.206 28.315 Key E:minor 4 | 28.315 40.707 Key G 5 | 40.707 57.735 Key E:minor 6 | 57.735 70.189 Key G 7 | 70.189 87.705 Key E:minor 8 | 87.705 100.361 Key G 9 | 100.361 118.011 Key E:minor 10 | 118.011 151.047 Key G 11 | 151.047 154.100 Key E:minor 12 | 154.100 181.867 Silence 13 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/07_-_Maggie_Mae.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.344657 N 2 | 0.344657 3.117845 G 3 | 3.117845 5.799750 C 4 | 5.799750 11.337709 G 5 | 11.337709 14.158934 D 6 | 14.158934 17.003378 G 7 | 17.003378 19.847823 C 8 | 19.847823 21.264240 D/5 9 | 21.264240 22.680657 D 10 | 22.680657 25.583151 G 11 | 25.583151 28.497256 C 12 | 28.497256 34.197755 G 13 | 34.197755 38.084599 D 14 | 38.084599 40.620408 N 15 | -------------------------------------------------------------------------------- /instrument-classification/classify_instrument.sh: -------------------------------------------------------------------------------- 1 | # Classifies an audio clip with an musical instrument family using some fixed 2 | # model. 3 | # 4 | # Example usage: 5 | # 6 | # $ ./classify_instrument.sh data/prepared/single-notes-2000/sample_000000.flac 7 | # brass 8 | # 9 | # It takes around 3 sec. 10 | 11 | AUDIO_FILE=$1 12 | python predict.py \ 13 | ${AUDIO_FILE} \ 14 | -m data/working/single-notes-2000/model \ 15 | 2>/dev/null 16 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/07_-_Being_For_The_Benefit_Of_Mr._Kite!.lab: -------------------------------------------------------------------------------- 1 | 0.000 0.546 Silence 2 | 0.546 6.969 Key D:minor 3 | 6.969 22.282 Key C:minor 4 | 22.282 37.188 Key D:minor 5 | 37.188 52.106 Key C:minor 6 | 52.106 76.082 Key D:minor 7 | 76.082 89.068 Key E:minor 8 | 89.068 104.239 Key C:minor 9 | 104.239 132.203 Key D:minor 10 | 132.203 154.756 Key E:minor 11 | 154.756 157.093 Silence 12 | -------------------------------------------------------------------------------- /ml-playground/README.md: -------------------------------------------------------------------------------- 1 | Machine Learning Playground 2 | =========================== 3 | 4 | Welcome to the ML playground - a set of small training projects to learn machine learning and visualization. 5 | 6 | For articles on machine learning have a look at the [neural.cz](http://neural.cz/) blog. 7 | 8 | - Author: [Bohumír Zámečník](http://bohumirzamecnik.cz). 9 | - License: MIT (see the LICENSE file). 10 | 11 | ## Projects 12 | 13 | - `boston_dataset_exploration` - a basic data analysis of the Boston housing prices dataset 14 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Machine learning projects 2 | 3 | Machine learning projects, often on audio datasets. 4 | 5 | - Author: Bohumír Zámečník ([@bzamecnik](http://twitter.com/bzamecnik)) 6 | - License: MIT (see the LICENSE file) 7 | 8 | ## Projects 9 | 10 | - [Audio chord classification](chord-recognition/) 11 | - [Music instrument classification](instrument-classification/) 12 | - [Beatles dataset exploration](beatles/) 13 | - [some older toy projects](ml-playground/) 14 | - [Boston House Prices dataset exploration](ml-playground/boston_dataset_exploration/) 15 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/08_-_Within_You_Without_You.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.206300 N 2 | 1.206300 31.469410 C# 3 | 31.469410 60.391566 C# 4 | 60.391566 64.139886 F#/5 5 | 64.139886 118.925813 C# 6 | 118.925813 127.006105 F#/5 7 | 127.006105 130.815986 C# 8 | 130.815986 135.564467 F#/5 9 | 135.564467 136.062925 C#:sus4 10 | 136.062925 273.485331 C# 11 | 273.485331 281.240113 F#/5 12 | 281.240113 284.961655 C# 13 | 284.961655 289.594036 F#/5 14 | 289.594036 290.028867 C#:sus4 15 | 290.028867 304.466166 C# 16 | 304.466166 305.084082 N 17 | -------------------------------------------------------------------------------- /beatles/data/beatles/keylab/The_Beatles/03_-_A_Hard_Day's_Night/13_-_I'll_Be_Back.lab: -------------------------------------------------------------------------------- 1 | 0.000 5.178 Key A 2 | 5.178 12.783 Key A:minor 3 | 12.783 16.598 Key A 4 | 16.598 24.126 Key A:minor 5 | 24.126 40.461 Key A 6 | 40.461 48.073 Key A:minor 7 | 48.073 51.886 Key A 8 | 51.886 59.608 Key A:minor 9 | 59.608 81.829 Key A 10 | 81.829 89.559 Key A:minor 11 | 89.559 93.465 Key A 12 | 93.465 101.181 Key A:minor 13 | 101.181 117.859 Key A 14 | 117.859 125.632 Key A:minor 15 | 125.632 131.527 Key A 16 | 131.527 135.445 Key A:minor 17 | 135.445 138.823 Key A 18 | 138.823 140.547 Key A:minor 19 | -------------------------------------------------------------------------------- /beatles/data/beatles/isophonics-albums.txt: -------------------------------------------------------------------------------- 1 | chordlab/The_Beatles/01_-_Please_Please_Me 2 | chordlab/The_Beatles/02_-_With_the_Beatles 3 | chordlab/The_Beatles/03_-_A_Hard_Day's_Night 4 | chordlab/The_Beatles/04_-_Beatles_for_Sale 5 | chordlab/The_Beatles/05_-_Help! 6 | chordlab/The_Beatles/06_-_Rubber_Soul 7 | chordlab/The_Beatles/07_-_Revolver 8 | chordlab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band 9 | chordlab/The_Beatles/09_-_Magical_Mystery_Tour 10 | chordlab/The_Beatles/10CD1_-_The_Beatles 11 | chordlab/The_Beatles/10CD2_-_The_Beatles 12 | chordlab/The_Beatles/11_-_Abbey_Road 13 | chordlab/The_Beatles/12_-_Let_It_Be 14 | -------------------------------------------------------------------------------- /beatles/data/beatles/dataset-split-indexes.tsv: -------------------------------------------------------------------------------- 1 | test 19,42,153,78,145,15,24,68,113,118,93,159,69,142,45,16,51,125,96,56,97,120,143,30,9,172,60,18,148,173,109,55,140,126,66,29 2 | train 114,130,81,80,1,102,95,141,150,43,67,53,166,13,110,70,75,11,26,22,10,74,105,155,168,83,17,104,147,151,47,111,63,121,88,31,5,20,127,86,149,65,37,38,72,21,136,36,179,58,46,170,85,49,34,92,44,14,39,103,132,71,98,164,156,128,137,91,165,50,134,174,101,64,62,160,177,178,162,119,0,90,157,169,32,76,175,33,112,27,52,135,8,163,6,158,3,41,35,131,99,54,138,115,87,84,12,107 3 | valid 48,77,40,108,59,139,82,146,176,23,25,7,152,100,171,124,28,73,116,161,122,2,4,94,129,61,117,106,167,144,57,89,123,133,154,79 4 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab: -------------------------------------------------------------------------------- 1 | 0.000000 10.403989 N 2 | 10.403989 18.076336 D 3 | 18.076336 20.615782 D:7 4 | 20.615782 25.700952 G 5 | 25.700952 30.797732 D:7 6 | 30.797732 33.340317 A 7 | 33.340317 35.940952 G 8 | 35.940952 40.979682 D:7 9 | 40.979682 51.347392 D:7 10 | 51.347392 56.455803 G 11 | 56.455803 61.498839 D:7 12 | 61.498839 64.013877 A 13 | 64.013877 66.521632 G 14 | 66.521632 71.606802 D:7 15 | 71.606802 81.753922 D:7 16 | 81.753922 86.931972 G 17 | 86.931972 91.982312 D:7 18 | 91.982312 94.524897 A 19 | 94.524897 97.079092 G 20 | 97.079092 99.280364 D:7 21 | 99.280364 101.459592 N 22 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_05_-_Wild_Honey_Pie.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.087386 N 2 | 0.087386 2.757936 G:7 3 | 2.757936 5.439841 F:7 4 | 5.439841 6.751768 E:7 5 | 6.751768 8.063696 Eb:7 6 | 8.063696 9.439772 D:7 7 | 9.439772 14.877694 G:7 8 | 14.877694 17.500917 G:7 9 | 17.500917 20.184512 F:7 10 | 20.184512 21.496439 E:7 11 | 21.496439 22.823953 Eb:7 12 | 22.823953 24.183433 D:7 13 | 24.183433 29.525617 G:7 14 | 29.525617 32.247278 G:7 15 | 32.247278 34.925243 F:7 16 | 34.925243 36.171451 E:7 17 | 36.171451 37.567613 Eb:7 18 | 37.567613 38.869651 D:7 19 | 38.869651 41.593310 G:7 20 | 41.593310 44.263605 F:7 21 | 44.263605 46.968730 G:7 22 | 46.968730 49.639024 F:7 23 | 49.639024 52.471099 G:7 24 | 52.471099 52.924082 N 25 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/09_-_Magical_Mystery_Tour/04_-_Blue_Jay_Way.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.665842 N 2 | 1.665842 22.268672 C 3 | 22.268672 24.259614 D#:dim7 4 | 24.259614 28.172176 C 5 | 28.172176 30.645102 D#:dim7 6 | 30.645102 34.662154 C 7 | 34.662154 43.543786 D#:dim7 8 | 43.543786 48.941294 C 9 | 48.941294 68.548448 C 10 | 68.548448 70.548594 D#:dim7 11 | 70.548594 74.182517 C 12 | 74.182517 76.272312 D#:dim7 13 | 76.272312 79.826391 C 14 | 79.826391 87.661700 D#:dim7 15 | 87.661700 110.902964 C 16 | 110.902964 112.739251 D#:dim7 17 | 112.739251 116.222244 C 18 | 116.222244 118.300430 D#:dim7 19 | 118.300430 121.713764 C 20 | 121.713764 129.120929 D#:dim7 21 | 129.120929 133.765212 C 22 | 133.765212 231.992457 C 23 | 231.992457 236.721633 N 24 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/09_-_Magical_Mystery_Tour/03_-_Flying.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.402100 N 2 | 0.402100 10.885011 C 3 | 10.885011 15.935351 F:7 4 | 15.935351 21.148231 C 5 | 21.148231 23.714036 G 6 | 23.714036 26.314671 F 7 | 26.314671 28.899196 C 8 | 28.899196 31.527551 G:7 9 | 31.527551 39.386636 C 10 | 39.386636 41.895260 C:7 11 | 41.895260 47.026870 F 12 | 47.026870 52.146870 C 13 | 52.146870 54.712675 G 14 | 54.712675 57.278480 F 15 | 57.278480 59.802639 C 16 | 59.802639 62.410090 G 17 | 62.410090 70.095895 C 18 | 70.095895 72.638480 C:7 19 | 72.638480 77.781700 F 20 | 77.781700 82.878480 C 21 | 82.878480 85.467505 G 22 | 85.467505 88.091360 F 23 | 88.091360 98.205452 C 24 | 98.205452 110.939281 A:min 25 | 110.939281 130.065191 F#:dim 26 | 130.065191 136.986122 N 27 | -------------------------------------------------------------------------------- /beatles/data/beatles/normalize_audio_cd_paths.py: -------------------------------------------------------------------------------- 1 | # Change the directory structure and file names of audio CD files so that they 2 | # correspond to the naming in the isophonics annotation dataset. 3 | 4 | import glob 5 | import shutil 6 | 7 | mkdir -p audio-cd/The_Beatles 8 | echo mv audio-cd-raw/*/*/* audio-cd/The_Beatles 9 | 10 | with open('album-mapping.csv', 'r') as file: 11 | album_mapping = [line.strip().split('\t') for line in file.readlines()] 12 | 13 | base_dir = 'audio-cd/The_Beatles/' 14 | for src, dest in album_mapping: 15 | shutil.move(base_dir + src, base_dir + dest) 16 | 17 | with open('song-mapping.csv', 'r') as file: 18 | song_mapping = [line.strip().split('\t') for line in file.readlines()] 19 | for src, dest in song_mapping: 20 | shutil.move(base_dir + src + '.wav', base_dir + dest + '.wav') 21 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/07_-_Maggie_Mae.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.344657 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.344657 3.117845 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 4 | 3.117845 5.79975 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 5 | 5.79975 11.337709 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 6 | 11.337709 14.158934 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 7 | 14.158934 17.003378 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 8 | 17.003378 19.847823 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 9 | 19.847823 21.26424 D/5 2 9 0 0 1 0 0 0 1 0 0 1 0 0 10 | 21.26424 22.680657 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 11 | 22.680657 25.583151 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 12 | 25.583151 28.497256 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 13 | 28.497256 34.197755 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 14 | 34.197755 38.084599 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 15 | 38.084599 40.620408 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/17_-_Her_Majesty.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.325509 N 2 | 0.325509 2.072947 D 3 | 2.072947 2.607006 D 4 | 2.607006 3.175895 D/7 5 | 3.175895 3.756394 D/6 6 | 3.756394 4.348503 D/5 7 | 4.348503 4.975442 E:9 8 | 4.975442 5.532721 A 9 | 5.532721 6.774988 D 10 | 6.774988 7.390317 D 11 | 7.390317 7.982426 D/7 12 | 7.982426 8.586145 D/6 13 | 8.586145 9.155034 D/5 14 | 9.155034 10.374081 E:9 15 | 10.374081 11.581519 A 16 | 11.581519 12.765736 B:min 17 | 12.765736 13.949954 B:sus2 18 | 13.949954 15.134172 D:7 19 | 15.134172 16.341609 G 20 | 16.341609 17.525827 E:dim/b3 21 | 17.525827 18.094716 D 22 | 18.094716 18.710045 B 23 | 18.710045 19.313764 E:7 24 | 19.313764 19.917482 A 25 | 19.917482 20.463151 D 26 | 20.463151 21.008820 B 27 | 21.008820 21.635759 E:7 28 | 21.635759 22.204648 A 29 | 22.204648 22.575034 D 30 | 22.575034 23.144490 A:(1) 31 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/11_-_Mean_Mr_Mustard.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.771088 E:maj6 2 | 1.771088 11.674399 E 3 | 11.674399 15.319931 B 4 | 15.319931 15.586961 B 5 | 15.586961 15.865600 C 6 | 15.865600 16.167460 C# 7 | 16.167460 20.033582 D 8 | 20.033582 20.335442 D 9 | 20.335442 20.625691 C# 10 | 20.625691 20.927551 C 11 | 20.927551 26.012721 B 12 | 26.012721 26.906689 E 13 | 26.906689 28.369546 C 14 | 28.369546 30.807641 B 15 | 30.807641 31.991859 E 16 | 31.991859 33.176077 C 17 | 33.176077 35.567732 B 18 | 35.567732 45.122743 E 19 | 45.122743 48.721836 B 20 | 48.721836 48.977256 B 21 | 48.977256 49.255895 C 22 | 49.255895 49.546145 C# 23 | 49.546145 53.354217 D 24 | 53.354217 53.656077 D 25 | 53.656077 53.946326 C# 26 | 53.946326 54.224965 C 27 | 54.224965 59.217256 B 28 | 59.217256 60.099614 E 29 | 60.099614 61.005192 C 30 | 61.005192 62.851179 B 31 | 62.851179 63.687097 E 32 | 63.687097 64.592675 C 33 | 64.592675 66.298776 B 34 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/11_-_I_Wanna_Be_Your_Man.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 1.256247 N 3 | 1.256247 21.840737 E 4 | 21.840737 23.048174 F# 5 | 23.048174 24.290442 B 6 | 24.290442 25.474660 E 7 | 25.474660 26.682097 C# 8 | 26.682097 27.877925 F# 9 | 27.877925 29.073753 B 10 | 29.073753 29.372436 E 11 | 29.372436 31.546678 D:maj/2 12 | 31.546678 52.293707 E 13 | 52.293707 53.466315 F# 14 | 53.466315 54.720192 B 15 | 54.720192 55.939240 E 16 | 55.939240 57.158288 C# 17 | 57.158288 58.365725 F# 18 | 58.365725 59.584773 B 19 | 59.584773 59.893728 E 20 | 59.893728 62.022868 D:maj/2 21 | 62.022868 76.264935 E 22 | 76.264935 96.713480 E 23 | 96.713480 97.944138 F# 24 | 97.944138 99.163186 B 25 | 99.163186 100.393843 E 26 | 100.393843 101.578061 C# 27 | 101.578061 102.808719 F# 28 | 102.808719 103.969716 B 29 | 103.969716 104.277891 E 30 | 104.277891 106.454251 D:maj/2 31 | 106.454251 114.158058 E 32 | 114.158058 118.987755 N 33 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/11_-_Doctor_Robert.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 6.148049 A 3 | 6.148049 17.699977 A 4 | 17.699977 26.488730 F# 5 | 26.488730 27.986417 E 6 | 27.986417 29.426054 F# 7 | 29.426054 32.328548 B 8 | 32.328548 43.984965 A 9 | 43.984965 52.727278 F# 10 | 52.727278 54.178526 E 11 | 54.178526 55.629773 F# 12 | 55.629773 58.625147 B 13 | 58.625147 61.620521 B 14 | 61.620521 63.091379 E/5 15 | 63.091379 64.604285 B 16 | 64.604285 67.541609 B 17 | 67.541609 70.444104 E/5 18 | 70.444104 85.165555 A 19 | 85.165555 93.965918 F# 20 | 93.965918 95.347505 E 21 | 95.347505 96.821972 F# 22 | 96.821972 99.794126 B 23 | 99.794126 102.784377 B 24 | 102.784377 104.298798 E/5 25 | 104.298798 105.819705 B 26 | 105.819705 108.757029 B 27 | 108.757029 111.764013 E/5 28 | 111.764013 126.469972 A 29 | 126.469972 129.380409 F# 30 | 129.380409 130.108018 B 31 | 130.108018 130.586708 E/5 32 | 130.586708 131.812155 B 33 | 131.812155 135.209796 N 34 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/14_-_Golden_Slumbers.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.382952 N 2 | 0.382952 6.337859 A:min7 3 | 6.337859 9.330793 A:min7 4 | 9.330793 15.159002 D:min 5 | 15.159002 21.161360 G:7 6 | 21.161360 22.635827 C 7 | 22.635827 24.029024 E 8 | 24.029024 25.573151 A:min 9 | 25.573151 28.568526 D:min9 10 | 28.568526 31.621950 G:7 11 | 31.621950 34.524444 C 12 | 34.524444 37.461768 C 13 | 37.461768 40.352653 F:maj7 14 | 40.352653 43.208707 C 15 | 43.208707 46.064761 C 16 | 46.064761 48.885986 F:maj7 17 | 48.885986 50.325623 C 18 | 50.325623 51.800090 E/5 19 | 51.800090 53.297777 A:min 20 | 53.297777 56.211882 D:min9 21 | 56.211882 59.230476 G:7 22 | 59.230476 62.225850 C 23 | 62.225850 65.267664 A:min7 24 | 65.267664 68.228208 A:min7 25 | 68.228208 74.149297 D:min 26 | 74.149297 80.047165 G:7 27 | 80.047165 81.556462 C 28 | 81.556462 82.949659 E 29 | 82.949659 84.366077 A:min 30 | 84.366077 87.268571 D:min9 31 | 87.268571 90.182675 G:7 32 | 90.182675 91.585306 C 33 | -------------------------------------------------------------------------------- /ml-playground/.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | 5 | # C extensions 6 | *.so 7 | 8 | # Distribution / packaging 9 | .Python 10 | env/ 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | lib/ 17 | lib64/ 18 | parts/ 19 | sdist/ 20 | var/ 21 | *.egg-info/ 22 | .installed.cfg 23 | *.egg 24 | 25 | # PyInstaller 26 | # Usually these files are written by a python script from a template 27 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 28 | *.manifest 29 | *.spec 30 | 31 | # Installer logs 32 | pip-log.txt 33 | pip-delete-this-directory.txt 34 | 35 | # Unit test / coverage reports 36 | htmlcov/ 37 | .tox/ 38 | .coverage 39 | .cache 40 | nosetests.xml 41 | coverage.xml 42 | 43 | # Translations 44 | *.mo 45 | *.pot 46 | 47 | # Django stuff: 48 | *.log 49 | 50 | # Sphinx documentation 51 | docs/_build/ 52 | 53 | # PyBuilder 54 | target/ 55 | 56 | .ipynb_checkpoints 57 | 58 | 59 | ### -- general rules -- 60 | 61 | # editor backup files 62 | *~ 63 | 64 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/08_-_Within_You_Without_You.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 1.2063 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 1.2063 31.46941 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 4 | 31.46941 60.391566 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 5 | 60.391566 64.139886 F#/5 6 1 0 1 0 0 0 0 1 0 0 0 1 0 6 | 64.139886 118.925813 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 7 | 118.925813 127.006105 F#/5 6 1 0 1 0 0 0 0 1 0 0 0 1 0 8 | 127.006105 130.815986 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 9 | 130.815986 135.564467 F#/5 6 1 0 1 0 0 0 0 1 0 0 0 1 0 10 | 135.564467 136.062925 C#:sus4 1 1 0 1 0 0 0 0 1 0 1 0 0 0 11 | 136.062925 273.485331 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 12 | 273.485331 281.240113 F#/5 6 1 0 1 0 0 0 0 1 0 0 0 1 0 13 | 281.240113 284.961655 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 14 | 284.961655 289.594036 F#/5 6 1 0 1 0 0 0 0 1 0 0 0 1 0 15 | 289.594036 290.028867 C#:sus4 1 1 0 1 0 0 0 0 1 0 1 0 0 0 16 | 290.028867 304.466166 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 17 | 304.466166 305.084082 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/13_-_If_I_Needed_Someone.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.382952 N 2 | 0.382952 7.796666 A 3 | 7.796666 15.238662 A 4 | 15.238662 18.907414 G:maj/9 5 | 18.907414 30.018163 A 6 | 30.018163 33.686916 G:maj/9 7 | 33.686916 37.436938 A 8 | 37.436938 39.259705 E:min 9 | 39.259705 42.951678 F# 10 | 42.951678 44.855714 B:min 11 | 44.855714 46.724920 E:min 12 | 46.724920 48.617346 F# 13 | 48.617346 50.498163 B:min 14 | 50.498163 52.355759 E 15 | 52.355759 59.937074 A 16 | 59.937074 63.687097 G:maj/9 17 | 63.687097 67.437120 A 18 | 67.437120 74.960385 A 19 | 74.960385 78.698798 G:maj/9 20 | 78.698798 82.448820 A 21 | 82.448820 90.030136 A 22 | 90.030136 93.814988 G:maj/9 23 | 93.814988 97.611451 A 24 | 97.611451 99.515487 E:min 25 | 99.515487 103.311950 F# 26 | 103.311950 105.262426 B:min 27 | 105.262426 107.178072 E:min 28 | 107.178072 109.047278 F# 29 | 109.047278 110.962925 B:min 30 | 110.962925 112.901791 E 31 | 112.901791 120.575986 A 32 | 120.575986 124.384058 G:maj/9 33 | 124.384058 128.215351 A 34 | 128.215351 135.843106 A 35 | 135.843106 139.624381 A 36 | 139.624381 143.856327 N 37 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/01_-_Come_Together.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.172266 N 2 | 1.172266 12.585238 D:min 3 | 12.585238 24.369365 D:min 4 | 24.369365 30.209183 A 5 | 30.209183 34.603995 G:7 6 | 34.603995 36.037392 N 7 | 36.037392 47.415170 D:min 8 | 47.415170 59.141247 D:min 9 | 59.141247 64.969455 A 10 | 64.969455 70.712128 G:7 11 | 70.712128 72.933900 B:min 12 | 72.933900 73.618888 A 13 | 73.618888 75.058526 G 14 | 75.058526 76.521383 A 15 | 76.521383 87.922380 D:min 16 | 87.922380 99.567188 D:min 17 | 99.567188 105.418616 A 18 | 105.418616 111.258435 G:7 19 | 111.258435 113.406281 B:min 20 | 113.406281 114.114489 A 21 | 114.114489 115.577346 G 22 | 115.577346 117.075034 A 23 | 117.075034 122.636213 D:min 24 | 122.636213 134.222970 D:min 25 | 134.222970 145.751678 A 26 | 145.751678 151.521836 D:min 27 | 151.521836 163.317573 D:min 28 | 163.317573 169.180612 A 29 | 169.180612 175.020430 G:7 30 | 175.020430 177.179886 B:min 31 | 177.179886 177.922925 A 32 | 177.922925 179.362562 G 33 | 179.362562 180.860249 A 34 | 180.860249 192.272857 D:min 35 | 192.272857 256.275890 D:min 36 | 256.275890 260.649796 N 37 | -------------------------------------------------------------------------------- /beatles/data/isophonics-reference-annotations.txt: -------------------------------------------------------------------------------- 1 | # Isophinics Reference Annotations 2 | 3 | http://isophonics.net/content/reference-annotations 4 | 5 | ## The Beatles 6 | 7 | http://isophonics.net/files/annotations/The%20Beatles%20Annotations.tar.gz 8 | 9 | - The Beatles: Please Please Me, CDP 7 46435 2 10 | - The Beatles: With the Beatles, CDP 7 46436 2 11 | - The Beatles: A Hard Day’s Night, CDP 7 46437 2 12 | - The Beatles: Beatles For Sale, CDP 7 46438 2 13 | - The Beatles: Help!, CDP 7 46439 2 14 | - The Beatles: Rubber Soul, CDP 7 46440 2 15 | - The Beatles: Revolver, CDP 7 46441 2 16 | - The Beatles: Sgt. Pepper’s Lonely Hearts Club Band, CDP 7 46442 2 17 | - The Beatles: Magical Mystery Tour, CDP 7 48062 2 18 | - The Beatles: The Beatles (the white album), CDS 7 46443 8 19 | - The Beatles: Abbey Road, CDP 7 46446 2 20 | - The Beatles: Let It Be, CDP 7 46447 2 21 | 22 | ## Queen 23 | 24 | http://isophonics.net/files/annotations/Queen%20Annotations.tar.gz 25 | 26 | - Queen: Greatest Hits I, Parlophone, 0777 7 8950424 27 | - Queen: Greatest Hits II, Parlophone, CDP 7979712 28 | - Queen: Greatest Hits III, Parlophone, 7243 52389421 29 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | env/ 12 | build/ 13 | develop-eggs/ 14 | dist/ 15 | downloads/ 16 | eggs/ 17 | .eggs/ 18 | lib/ 19 | lib64/ 20 | parts/ 21 | sdist/ 22 | var/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | 27 | # PyInstaller 28 | # Usually these files are written by a python script from a template 29 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 30 | *.manifest 31 | *.spec 32 | 33 | # Installer logs 34 | pip-log.txt 35 | pip-delete-this-directory.txt 36 | 37 | # Unit test / coverage reports 38 | htmlcov/ 39 | .tox/ 40 | .coverage 41 | .coverage.* 42 | .cache 43 | nosetests.xml 44 | coverage.xml 45 | *,cover 46 | .hypothesis/ 47 | 48 | # Translations 49 | *.mo 50 | *.pot 51 | 52 | # Django stuff: 53 | *.log 54 | 55 | # Sphinx documentation 56 | docs/_build/ 57 | 58 | # PyBuilder 59 | target/ 60 | 61 | #Ipython Notebook 62 | .ipynb_checkpoints 63 | 64 | 65 | ### -- general rules -- 66 | 67 | # editor backup files 68 | *~ 69 | /data/beatles 70 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) 2016 Bohumír Zámečník 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /ml-playground/LICENSE: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) 2014 Bohumír Zámečník 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | 23 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/05_-_Dig_It.lab: -------------------------------------------------------------------------------- 1 | 0.000000 2.572176 N 2 | 2.572176 3.779614 F:7 3 | 3.779614 4.917392 Bb 4 | 4.917392 6.090000 C 5 | 6.090000 7.239387 Bb 6 | 7.239387 8.400385 F:7 7 | 8.400385 9.538163 Bb 8 | 9.538163 10.641111 C 9 | 10.641111 11.848548 Bb 10 | 11.848548 13.009546 F:7 11 | 13.009546 14.205374 Bb 12 | 14.205374 15.354761 C 13 | 15.354761 16.504149 Bb 14 | 16.504149 17.641927 F:7 15 | 17.641927 18.779705 Bb 16 | 18.779705 19.905873 C 17 | 19.905873 21.078480 Bb 18 | 21.078480 22.227868 F:7 19 | 22.227868 23.412086 Bb 20 | 23.412086 24.549863 C 21 | 24.549863 25.757301 Bb 22 | 25.757301 26.929909 F:7 23 | 26.929909 28.090907 Bb 24 | 28.090907 29.205464 C 25 | 29.205464 30.378072 Bb 26 | 30.378072 31.504240 F:7 27 | 31.504240 32.618798 Bb 28 | 32.618798 33.744965 C 29 | 33.744965 34.929183 Bb 30 | 34.929183 36.043741 F:7 31 | 36.043741 37.169909 Bb 32 | 37.169909 38.296077 C 33 | 38.296077 39.433854 Bb 34 | 39.433854 40.571632 F:7 35 | 40.571632 41.721020 Bb 36 | 41.721020 42.870408 C 37 | 42.870408 43.961746 Bb 38 | 43.961746 45.122743 F:7 39 | 45.122743 46.330181 Bb 40 | 46.330181 47.421519 C 41 | 47.421519 48.768966 Bb 42 | 48.768966 50.024490 N 43 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/12_-_Sgt._Pepper's_Lonely_Hearts_Club_Band_(Reprise).lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.517210 N 2 | 0.517210 1.148857 G:(1) 3 | 1.148857 12.533537 N 4 | 12.533537 20.532811 F 5 | 20.532811 21.542879 F 6 | 21.542879 22.564557 Ab 7 | 22.564557 23.586235 Bb 8 | 23.586235 24.607913 F 9 | 24.607913 26.651269 Bb 10 | 26.651269 28.578526 F 11 | 28.578526 29.611814 F 12 | 29.611814 30.621882 Ab 13 | 30.621882 31.666780 Bb 14 | 31.666780 32.700068 F 15 | 32.700068 34.755034 G 16 | 34.755034 36.693900 C 17 | 36.693900 38.760476 Bb 18 | 38.760476 40.803832 F 19 | 40.803832 42.823968 G 20 | 42.823968 44.820884 D 21 | 44.820884 45.842562 G 22 | 45.842562 46.852630 Bb 23 | 46.852630 47.862698 C 24 | 47.862698 48.907596 G 25 | 48.907596 50.950952 C 26 | 50.950952 52.959478 G 27 | 52.959478 54.015986 G 28 | 54.015986 55.014444 Bb 29 | 55.014444 56.036122 C 30 | 56.036122 57.069410 G 31 | 57.069410 59.089546 A 32 | 59.089546 61.086462 D 33 | 61.086462 63.141428 C 34 | 63.141428 65.149954 G 35 | 65.149954 67.181700 A 36 | 67.181700 71.198752 C:maj(2) 37 | 71.198752 73.242108 G 38 | 73.242108 75.273854 Bb 39 | 75.273854 77.270770 C 40 | 77.270770 78.915918 G 41 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/09_-_I'll_Cry_Instead.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 3.024965 G 3 | 3.024965 10.420521 G 4 | 10.420521 12.905056 D:7 5 | 12.905056 17.839297 C:7 6 | 17.839297 19.139614 G 7 | 19.139614 20.277392 D 8 | 20.277392 22.785147 G 9 | 22.785147 27.777437 G 10 | 27.777437 30.215532 G 11 | 30.215532 32.700068 D:7 12 | 32.700068 37.680748 C:7 13 | 37.680748 38.957845 G 14 | 38.957845 40.200113 D 15 | 40.200113 42.696258 G 16 | 42.696258 45.238843 B:min 17 | 45.238843 46.452105 A 18 | 46.452105 47.711768 A:7 19 | 47.711768 50.219523 D 20 | 50.219523 51.473401 E:min 21 | 51.473401 52.088730 A 22 | 52.088730 52.727278 D 23 | 52.727278 60.146054 G 24 | 60.146054 62.677029 D:7 25 | 62.677029 67.657709 C:7 26 | 67.657709 68.899977 G 27 | 68.899977 70.119024 D 28 | 70.119024 72.661609 G 29 | 72.661609 75.157755 B:min 30 | 75.157755 77.619070 A 31 | 77.619070 80.080385 D 32 | 80.080385 81.357482 E:min 33 | 81.357482 81.937981 A 34 | 81.937981 82.611360 D 35 | 82.611360 87.499160 G 36 | 87.499160 90.030136 G 37 | 90.030136 92.479841 D:7 38 | 92.479841 97.448911 C:7 39 | 97.448911 98.629345 G 40 | 98.629345 99.852176 D 41 | 99.852176 103.511986 G 42 | 103.511986 107.755102 N 43 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/07_-_Please_Mister_Postman.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.651019 N 2 | 0.651019 4.478164 C#:min 3 | 4.478164 8.367506 F#:min 4 | 8.367506 12.198799 A 5 | 12.198799 16.088141 F#:min 6 | 16.088141 19.977483 D 7 | 19.977483 23.855216 E 8 | 23.855216 27.709728 A 9 | 27.709728 31.599071 F#:min 10 | 31.599071 35.511633 D 11 | 35.511633 39.389365 E 12 | 39.389365 43.313538 A 13 | 43.313538 47.214490 F#:min 14 | 47.214490 51.138663 D 15 | 51.138663 55.074445 E 16 | 55.074445 58.928957 A 17 | 58.928957 62.841520 F#:min 18 | 62.841520 66.788912 D 19 | 66.788912 70.643424 E 20 | 70.643424 74.532767 A 21 | 74.532767 78.433719 F#:min 22 | 78.433719 82.381111 D 23 | 82.381111 86.316894 E 24 | 86.316894 90.241066 A 25 | 90.241066 94.176848 F#:min 26 | 94.176848 98.159071 D 27 | 98.159071 102.083243 E 28 | 102.083243 106.042245 A 29 | 106.042245 109.954808 F#:min 30 | 109.954808 113.844150 D 31 | 113.844150 117.814762 E 32 | 117.814762 121.773765 A 33 | 121.773765 125.663107 F#:min 34 | 125.663107 129.610180 D 35 | 129.610180 133.511452 E 36 | 133.511452 137.412404 A 37 | 137.412404 141.336576 F#:min 38 | 141.336576 145.249139 D 39 | 145.249139 149.231361 E 40 | 149.231361 151.591638 A 41 | 151.591638 156.734694 N 42 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_14_-_Don't_Pass_Me_By.lab: -------------------------------------------------------------------------------- 1 | 0.000000 9.861020 N 2 | 9.861020 11.248049 C 3 | 11.248049 22.521337 C 4 | 22.521337 28.140566 F 5 | 28.140566 33.724965 G 6 | 33.724965 37.892947 F 7 | 37.892947 43.628276 C 8 | 43.628276 49.131405 C 9 | 49.131405 54.715804 F 10 | 54.715804 60.276984 G 11 | 60.276984 64.514625 F 12 | 64.514625 70.203514 C 13 | 70.203514 75.880793 C 14 | 75.880793 81.558072 F 15 | 81.558072 87.246961 C 16 | 87.246961 92.970680 G 17 | 92.970680 98.601519 F 18 | 98.601519 104.302018 C 19 | 104.302018 109.932857 C 20 | 109.932857 115.505646 F 21 | 115.505646 121.101655 G 22 | 121.101655 125.350907 F 23 | 125.350907 130.970136 C 24 | 130.970136 136.612585 C 25 | 136.612585 142.243424 F 26 | 142.243424 147.909092 C 27 | 147.909092 153.528321 G 28 | 153.528321 159.135941 F 29 | 159.135941 164.171555 C 30 | 164.171555 170.351179 C/5 31 | 170.351179 175.912358 C 32 | 175.912358 181.636077 C 33 | 181.636077 187.406235 F 34 | 187.406235 194.569591 C 35 | 194.569591 200.258480 G 36 | 200.258480 205.947369 F 37 | 205.947369 211.705918 C 38 | 211.705918 214.585192 F 39 | 214.585192 217.487687 G 40 | 217.487687 218.230725 C:sus4 41 | 218.230725 218.985374 C 42 | 218.985374 230.426122 C 43 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/04_-_Love_You_To.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 4.959231 N 3 | 4.959231 35.834761 C:min(*b3) 4 | 35.834761 58.265238 C:min(*b3) 5 | 58.265238 59.721399 Bb 6 | 59.721399 60.238385 C:min(*b3) 7 | 60.238385 61.608911 Bb 8 | 61.608911 62.142970 C:min(*b3) 9 | 62.142970 63.478117 Bb 10 | 63.478117 63.977346 C:min(*b3) 11 | 63.977346 65.370544 Bb 12 | 65.370544 88.277029 C:min(*b3) 13 | 88.277029 89.716666 Bb 14 | 89.716666 90.300134 C:min(*b3) 15 | 90.300134 91.609092 Bb 16 | 91.609092 92.143151 C:min(*b3) 17 | 92.143151 93.478299 Bb 18 | 93.478299 94.023968 C:min(*b3) 19 | 94.023968 95.370725 Bb 20 | 95.370725 114.904815 C:min(*b3) 21 | 114.904815 116.338344 Bb 22 | 116.338344 116.884013 C:min(*b3) 23 | 116.884013 118.253990 Bb 24 | 118.253990 118.799659 C:min(*b3) 25 | 118.799659 120.169637 Bb 26 | 120.169637 120.692086 C:min(*b3) 27 | 120.692086 122.004013 Bb 28 | 122.004013 144.717645 C:min(*b3) 29 | 144.717645 146.234036 Bb 30 | 146.234036 146.779705 C:min(*b3) 31 | 146.779705 148.103242 Bb 32 | 148.103242 148.614081 C:min(*b3) 33 | 148.614081 149.984058 Bb 34 | 149.984058 150.471678 C:min(*b3) 35 | 150.471678 151.899705 Bb 36 | 151.899705 176.598418 C:min(*b3) 37 | 176.598418 181.211429 N 38 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/04_-_Chains.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.459543 N 2 | 0.459543 7.639897 Bb 3 | 7.639897 14.977403 Bb 4 | 14.977403 18.646156 Eb:7 5 | 18.646156 22.338129 Bb 6 | 22.338129 24.184115 F:9 7 | 24.184115 26.041712 Eb:9 8 | 26.041712 27.910918 Bb 9 | 27.910918 29.780124 F 10 | 29.780124 37.106020 Bb 11 | 37.106020 40.797993 Eb:7 12 | 40.797993 44.466746 Bb 13 | 44.466746 46.324342 F:9 14 | 46.324342 48.170328 Eb:9 15 | 48.170328 49.981485 Bb 16 | 49.981485 51.839081 Bb:7 17 | 51.839081 55.589104 Eb 18 | 55.589104 59.292687 Bb 19 | 59.292687 63.042709 Eb 20 | 63.042709 66.734682 F 21 | 66.734682 74.118628 Bb 22 | 74.118628 77.857040 Eb:7 23 | 77.857040 81.525793 Bb 24 | 81.525793 83.395000 F:9 25 | 83.395000 85.252596 Eb:9 26 | 85.252596 87.110192 Bb 27 | 87.110192 88.944569 Bb:7 28 | 88.944569 92.659761 Eb 29 | 92.659761 96.363344 Bb 30 | 96.363344 100.113367 Eb 31 | 100.113367 103.793730 F 32 | 103.793730 111.224115 Bb 33 | 111.224115 114.927698 Eb:7 34 | 114.927698 118.642891 Bb 35 | 118.642891 120.512097 F:9 36 | 120.512097 122.369693 Eb:9 37 | 122.369693 124.536063 Bb 38 | 124.536063 126.050056 F 39 | 126.050056 137.230929 Bb 40 | 137.230929 139.011657 Eb 41 | 139.011657 139.773049 Eb:min 42 | 139.773049 146.494694 N 43 | -------------------------------------------------------------------------------- /instrument-classification/capture.py: -------------------------------------------------------------------------------- 1 | import sys 2 | from io import StringIO 3 | 4 | # source: http://stackoverflow.com/questions/16571150/how-to-capture-stdout-output-from-a-python-function-call 5 | # Adapted to return the original string, not a list of lines. 6 | 7 | class CaptureStdout(): 8 | """ 9 | Allows to capture stdout to a string (a bit like shell redirect). 10 | 11 | Example usage: 12 | 13 | # a third-party function that only prints to stdout 14 | def print_to_stdout(): 15 | print('Hello, world!') 16 | 17 | with CaptureStdout() as output: 18 | print_to_stdout() 19 | 20 | # let's write the output to a file 21 | with open('hello.txt', 'w') as f 22 | f.write(str(output)) 23 | """ 24 | def __enter__(self): 25 | self.orig_stdout = sys.stdout 26 | sys.stdout = self._stringio = StringIO() 27 | return self 28 | def __exit__(self, *args): 29 | sys.stdout = self.orig_stdout 30 | def __str__(self): 31 | return self._stringio.getvalue() 32 | def __repr__(self): 33 | return str(self) 34 | 35 | def test(): 36 | with CaptureStdout() as output: 37 | print('Hello,') 38 | print('world!') 39 | assert str(output) == 'Hello,\nworld!\n' 40 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/10_-_Sun_King.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.191476 N 2 | 0.191476 1.364739 E 3 | 1.364739 7.785056 E:maj6 4 | 7.785056 14.275034 E:maj6 5 | 14.275034 20.289002 F#:min7 6 | 20.289002 20.730181 B:maj6 7 | 20.730181 27.162108 E:maj6 8 | 27.162108 32.734897 F#:min7 9 | 32.734897 33.524376 B:maj6 10 | 33.524376 39.875034 E:maj6 11 | 39.875034 45.284923 F#:min7 12 | 45.284923 45.826177 G:min7 13 | 45.826177 46.283741 G#:min7/b3 14 | 46.283741 52.669229 E:maj6 15 | 52.669229 58.892176 G:9(*3,11) 16 | 58.892176 62.096530 C 17 | 62.096530 65.242834 C:maj7 18 | 65.242834 68.412358 G 19 | 68.412358 71.605102 A 20 | 71.605102 74.763015 C 21 | 74.763015 77.967369 C:maj7 22 | 77.967369 81.171723 G 23 | 81.171723 84.306417 A 24 | 84.306417 87.499160 F 25 | 87.499160 90.680294 D:7 26 | 90.680294 93.907868 F 27 | 93.907868 97.123832 D:7 28 | 97.123832 100.363015 C 29 | 100.363015 103.544149 E:min7 30 | 103.544149 106.725283 C:7 31 | 106.725283 109.906417 F 32 | 109.906417 115.490816 F#:min7 33 | 115.490816 116.257074 B:maj6 34 | 116.257074 122.735442 E:maj6 35 | 122.735442 128.250181 F#:min7 36 | 128.250181 129.004829 B:maj6 37 | 129.004829 135.529637 E:maj6 38 | 135.529637 141.055986 F#:min7 39 | 141.055986 141.810634 B:maj6 40 | 141.810634 146.311837 E:maj6 41 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/09_-_And_Your_Bird_Can_Sing.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.497838 N 2 | 0.497838 7.692176 E 3 | 7.692176 14.936802 E 4 | 14.936802 16.759569 F#:min 5 | 16.759569 18.559115 A 6 | 18.559115 22.216258 E 7 | 22.216258 29.414444 E 8 | 29.414444 31.190770 F#:min 9 | 31.190770 32.990317 A 10 | 32.990317 36.647460 E 11 | 36.647460 38.435396 G#:min 12 | 38.435396 40.200113 G:aug 13 | 40.200113 42.046099 B/5 14 | 42.046099 43.834036 F:dim 15 | 43.834036 45.645192 E 16 | 45.645192 49.255895 F#:min 17 | 49.255895 51.090272 B 18 | 51.090272 58.300068 E 19 | 58.300068 60.099614 F#:min 20 | 60.099614 61.887551 A 21 | 61.887551 65.533083 E 22 | 65.533083 67.332630 G#:min 23 | 67.332630 69.132176 G:aug 24 | 69.132176 70.966553 B/5 25 | 70.966553 72.754489 F:dim 26 | 72.754489 74.612086 E 27 | 74.612086 78.222789 F#:min 28 | 78.222789 80.022335 B 29 | 80.022335 80.962743 E 30 | 80.962743 81.891541 E/7 31 | 81.891541 82.808730 E/6 32 | 82.808730 83.702698 E/5 33 | 83.702698 87.290181 E 34 | 87.290181 89.089727 F#:min 35 | 89.089727 90.889274 A 36 | 90.889274 94.511587 E 37 | 94.511587 101.651723 E 38 | 101.651723 103.462879 F#:min 39 | 103.462879 105.227596 A 40 | 105.227596 108.896349 E 41 | 108.896349 114.294988 E 42 | 114.294988 117.719931 A/5 43 | 117.719931 121.756735 N 44 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/15_-_Carry_That_Weight.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.620158 C 2 | 1.620158 4.476213 C 3 | 4.476213 10.234761 G 4 | 10.234761 13.055986 C 5 | 13.055986 15.865600 C 6 | 15.865600 18.768095 G 7 | 18.768095 21.635759 G 8 | 21.635759 23.110226 C 9 | 23.110226 24.491814 C:maj7/7 10 | 24.491814 27.371088 A:min 11 | 27.371088 28.427596 D:min9 12 | 28.427596 30.261972 D:min 13 | 30.261972 33.059977 G:7 14 | 33.059977 34.058435 C:sus4 15 | 34.058435 35.892811 C 16 | 35.892811 38.714036 F 17 | 38.714036 39.770544 B:dim 18 | 39.770544 41.523650 E:7 19 | 41.523650 44.414535 A:min 20 | 44.414535 47.375079 A:min7 21 | 47.375079 48.338707 D:min9 22 | 48.338707 50.219523 D:min 23 | 50.219523 53.005918 G:7 24 | 53.005918 54.132086 C:sus4 25 | 54.132086 55.827142 C 26 | 55.827142 58.706417 F 27 | 58.706417 59.704875 B:dim 28 | 59.704875 61.516031 E:7 29 | 61.516031 64.476575 A:min 30 | 64.476575 65.216764 G 31 | 65.216764 66.901753 C/5 32 | 66.901753 67.297800 G 33 | 67.297800 70.099405 C 34 | 70.099405 75.761473 G 35 | 75.761473 78.524648 C 36 | 78.524648 81.357482 C 37 | 81.357482 84.167097 G 38 | 84.167097 86.999931 G 39 | 86.999931 88.126099 C 40 | 88.126099 89.855986 G/3 41 | 89.855986 92.607551 A 42 | 92.607551 93.687278 C 43 | 93.687278 95.417165 G/3 44 | 95.417165 96.888163 A 45 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_15_-_Why_Don't_We_Do_It_In_The_Road.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 10.403989 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 10.403989 18.076336 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 4 | 18.076336 20.615782 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 5 | 20.615782 25.700952 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 6 | 25.700952 30.797732 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 7 | 30.797732 33.340317 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 8 | 33.340317 35.940952 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 9 | 35.940952 40.979682 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 10 | 40.979682 51.347392 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 11 | 51.347392 56.455803 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 12 | 56.455803 61.498839 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 13 | 61.498839 64.013877 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 14 | 64.013877 66.521632 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 15 | 66.521632 71.606802 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 16 | 71.606802 81.753922 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 17 | 81.753922 86.931972 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 18 | 86.931972 91.982312 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 19 | 91.982312 94.524897 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 20 | 94.524897 97.079092 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 21 | 97.079092 99.280364 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 22 | 99.280364 101.459592 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/02_-_Misery.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.414179 N 2 | 0.414179 4.365655 F 3 | 4.365655 6.690592 G 4 | 6.690592 8.780606 C 5 | 8.780606 9.717289 A:min 6 | 9.717289 10.634761 G 7 | 10.634761 12.376258 C 8 | 12.376258 14.199024 F 9 | 14.199024 15.986961 C 10 | 15.986961 19.597664 F 11 | 19.597664 21.339160 G 12 | 21.339160 23.115487 C 13 | 23.115487 24.938253 A:min 14 | 24.938253 26.726190 C 15 | 26.726190 28.525736 F 16 | 28.525736 30.267233 C 17 | 30.267233 33.912766 F 18 | 33.912766 35.689530 G 19 | 35.689530 39.251474 C 20 | 39.251474 42.852448 A:min 21 | 42.852448 46.428321 C 22 | 46.428321 50.062244 A:min 23 | 50.062244 53.684557 G 24 | 53.684557 55.484104 C 25 | 55.484104 57.237210 F 26 | 57.237210 59.059977 C 27 | 59.059977 62.612630 F 28 | 62.612630 64.412176 G 29 | 64.412176 68.027392 C 30 | 68.027392 71.598752 A:min 31 | 71.598752 75.232675 C 32 | 75.232675 78.889818 A:min 33 | 78.889818 82.535351 G 34 | 82.535351 84.314205 C 35 | 84.314205 86.122834 F 36 | 86.122834 87.887551 C 37 | 87.887551 91.520928 F 38 | 91.520928 93.356062 G 39 | 93.356062 95.155396 C 40 | 95.155396 97.012993 A:min 41 | 97.012993 98.812539 C 42 | 98.812539 100.635306 A:min 43 | 100.635306 102.469682 C 44 | 102.469682 104.269229 A:min 45 | 104.269229 106.161655 C 46 | 106.161655 110.184490 N 47 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/02_-_Norwegian_Wood_(This_Bird_Has_Flown).lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 5.346961 E 3 | 5.346961 6.298979 D 4 | 6.298979 8.319115 E 5 | 8.319115 13.218526 E 6 | 13.218526 14.193764 D 7 | 14.193764 16.167460 E 8 | 16.167460 21.090090 E 9 | 21.090090 22.030498 D 10 | 22.030498 24.004195 E 11 | 24.004195 28.950045 E 12 | 28.950045 29.960113 D 13 | 29.960113 31.968639 E 14 | 31.968639 35.985691 E:min 15 | 35.985691 39.979523 A 16 | 39.979523 43.926916 E:min 17 | 43.926916 45.912222 F#:min 18 | 45.912222 47.885918 B 19 | 47.885918 52.959478 E 20 | 52.959478 53.992766 D 21 | 53.992766 55.966462 E 22 | 55.966462 61.040022 E 23 | 61.040022 62.003650 D 24 | 62.003650 64.093446 E 25 | 64.093446 69.167006 E 26 | 69.167006 70.130634 D 27 | 70.130634 72.162380 E 28 | 72.162380 77.270770 E 29 | 77.270770 78.269229 D 30 | 78.269229 80.324195 E 31 | 80.324195 84.445736 E:min 32 | 84.445736 88.474399 A 33 | 88.474399 92.526281 E:min 34 | 92.526281 94.534807 F#:min 35 | 94.534807 96.589773 B 36 | 96.589773 101.651723 E 37 | 101.651723 102.708231 D 38 | 102.708231 104.751587 E 39 | 104.751587 109.906417 E 40 | 109.906417 110.928095 D 41 | 110.928095 112.994671 E 42 | 112.994671 118.068231 E 43 | 118.068231 119.113129 D 44 | 119.113129 122.640450 E 45 | 122.640450 125.440000 N 46 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/14_-_Tomorrow_Never_Knows.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.727609 N 2 | 0.727609 19.093174 C 3 | 19.093174 22.889637 Bb:maj(9)/9 4 | 22.889637 26.662879 C 5 | 26.662879 34.186145 C 6 | 34.186145 37.959387 Bb:maj(9)/9 7 | 37.959387 41.709410 C 8 | 41.709410 49.279115 C 9 | 49.279115 53.029138 Bb:maj(9)/9 10 | 53.029138 56.790770 C 11 | 56.790770 63.742398 C 12 | 63.742398 64.412564 B:maj/9 13 | 64.412564 65.235911 C 14 | 65.235911 66.001816 Bb:maj/9 15 | 66.001816 66.748573 C 16 | 66.748573 67.629363 Bb:maj/9 17 | 67.629363 80.994395 C 18 | 80.994395 83.119780 Bb:maj/9 19 | 83.119780 87.650090 C 20 | 87.650090 94.685736 C 21 | 94.685736 98.493809 Bb:maj(9)/9 22 | 98.493809 108.222298 C 23 | 108.222298 109.122236 Bb:maj/9 24 | 109.122236 109.987687 C 25 | 109.987687 113.842199 Bb:maj(9)/9 26 | 113.842199 117.661882 C 27 | 117.661882 125.312857 C 28 | 125.312857 129.097709 Bb:maj(9)/9 29 | 129.097709 132.998662 C 30 | 132.998662 140.672857 C 31 | 140.672857 144.538979 Bb:maj(9)/9 32 | 144.538979 148.323832 C 33 | 148.323832 152.166734 Bb:maj(9)/9 34 | 152.166734 155.974807 C 35 | 155.974807 159.771269 Bb:maj(9)/9 36 | 159.771269 163.614172 C 37 | 163.614172 167.433854 Bb:maj(9)/9 38 | 167.433854 171.381247 C 39 | 171.381247 175.066609 Bb:maj(9)/9 40 | 175.066609 176.292056 C 41 | 176.292056 177.266939 N 42 | -------------------------------------------------------------------------------- /beatles/README.md: -------------------------------------------------------------------------------- 1 | # Beatles annotations - musical dataset exploration 2 | 3 | ## About the dataset 4 | 5 | http://isophonics.net/content/reference-annotations-beatles 6 | 7 | Manually annotates songs of Beatles 8 | - song structure - segments + labels 9 | - keys - segments + labels 10 | - chords - segments + labels 11 | - chroma features 12 | 13 | ## Time map visualization 14 | 15 | https://districtdatalabs.silvrback.com/time-maps-visualizing-discrete-events-across-many-timescales 16 | 17 | Multi-scale visualization of discrete events originating from physics of chaotic dynamic systems. 18 | Basically scatter of time-to-previous vs. time-to-next event. 19 | 20 | ``` 21 | $ ipython notebook 22 | ``` 23 | 24 | Open `time_map_of_chord_events.ipynb` in the Jupyter (http://localhost:8888/). 25 | 26 | ## Chord labels to pitch class segments as features for further ML 27 | 28 | `classification_based_on_chords` 29 | 30 | - Chord labels parsed to binary pitch class sets via https://github.com/bzamecnik/chord-labels and added to the dataframe. 31 | - It can be used to: 32 | - better analyses and visualizations 33 | - key classification based on chord contexts 34 | - chord classification based on chroma features 35 | - chord imputation and prediction 36 | - etc. 37 | 38 | The classification in the notebook is really not complete... 39 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/01_-_Taxman.lab: -------------------------------------------------------------------------------- 1 | 0.000000 6.146383 N 2 | 6.146383 12.560883 D:7 3 | 12.560883 13.958609 D:7(#9) 4 | 13.958609 19.608139 D:7 5 | 19.608139 20.947487 D:7(#9) 6 | 20.947487 23.044692 D:7 7 | 23.044692 26.597345 C 8 | 26.597345 28.408502 G:7 9 | 28.408502 35.513808 D:7 10 | 35.513808 36.860565 D:7(#9) 11 | 36.860565 42.595894 D:7 12 | 42.595894 43.907821 D:7(#9) 13 | 43.907821 46.102107 D:7 14 | 46.102107 49.631540 C 15 | 49.631540 51.477527 G:7 16 | 51.477527 60.382379 D:7 17 | 60.382379 62.170316 C:9 18 | 62.170316 67.342149 D:7 19 | 67.342149 71.017118 C:9 20 | 71.017118 85.297391 D:7 21 | 85.297391 88.931313 C 22 | 88.931313 90.800520 G:7 23 | 90.800520 98.033536 D:7 24 | 98.033536 99.376102 D:7(#9) 25 | 99.376102 105.289771 D:7 26 | 105.289771 106.636529 D:7(#9) 27 | 106.636529 108.900474 D:7 28 | 108.900474 112.522787 C 29 | 112.522787 114.391994 G:7 30 | 114.391994 118.095576 D:7 31 | 118.095576 121.717889 D:7 32 | 121.717889 123.111087 D:7(#9) 33 | 123.111087 128.997345 D:7 34 | 128.997345 130.402152 D:7(#9) 35 | 130.402152 132.549998 D:7 36 | 132.549998 136.183921 C 37 | 136.183921 138.053127 G:7 38 | 138.053127 139.875894 D:7 39 | 139.875894 143.625917 F:7 40 | 143.625917 147.201790 D:7 41 | 147.201790 148.566315 D:7(#9) 42 | 148.566315 154.980765 D:7 43 | 154.980765 159.007347 N 44 | -------------------------------------------------------------------------------- /ml-playground/boston_dataset_exploration/README.md: -------------------------------------------------------------------------------- 1 | # Dataset exploration: Boston house prices 2 | 3 | The task is a basic analysis of the classic dataset `Boston house prices`. 4 | 5 | ## Goals 6 | 7 | - understand the dataset and problem associated with it 8 | - examine the tools which help us describe and visualize the data 9 | - make some artifacts - report of our findings, plots and code 10 | - be prepared for the next dataset with the right questions and code 11 | 12 | ### Questions 13 | 14 | Inspired by the [Applied Machine Learning Process](http://machinelearningmastery.com/applied-machine-learning-process/) book. 15 | 16 | - Problem definition 17 | - What is the problem? 18 | - Informal description 19 | - Formal description 20 | - Assumptions 21 | - Similar problems 22 | - Description of provided data 23 | - Why does the problem need to be solved? 24 | - Motivation 25 | - Benefits 26 | - Use 27 | - How would *I* solve the problem (manually)? 28 | - Data analysis 29 | - Summarize data 30 | - Data structure 31 | - Data distributions 32 | - Correlations with target variable 33 | - Correlations among attributes (redundancy) 34 | - Visualize data 35 | - Attribute histograms 36 | - Pairwise scatter-plots 37 | 38 | ## Solution 39 | 40 | See: 41 | 42 | - problem_definition.md 43 | - data_analysis.md 44 | - data_analysis.py 45 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/02_-_All_I've_Got_To_Do.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.497838 N 2 | 0.497838 3.657165 E:aug(9,11) 3 | 3.657165 7.755487 C#:min 4 | 7.755487 11.923469 E 5 | 11.923469 15.952131 C#:min 6 | 15.952131 19.945963 F#:min 7 | 19.945963 21.966099 A:min 8 | 21.966099 25.971541 E 9 | 25.971541 30.046643 C#:min 10 | 30.046643 34.133356 E 11 | 34.133356 38.150408 C#:min 12 | 38.150408 42.132630 F#:min 13 | 42.132630 44.141156 A:min 14 | 44.141156 48.088548 E 15 | 48.088548 52.001111 A 16 | 52.001111 55.925283 C#:min 17 | 55.925283 57.898979 A 18 | 57.898979 58.591690 E 19 | 58.591690 59.907505 C#:min 20 | 59.907505 61.881201 A 21 | 61.881201 62.670131 E 22 | 62.670131 63.843287 E/5 23 | 63.843287 65.886643 E 24 | 65.886643 70.008185 C#:min 25 | 70.008185 74.118117 E 26 | 74.118117 78.146780 C#:min 27 | 78.146780 82.175442 F#:min 28 | 82.175442 84.149138 A:min 29 | 84.149138 88.154580 E 30 | 88.154580 92.078752 A 31 | 92.078752 96.026145 C#:min 32 | 96.026145 97.999841 A 33 | 97.999841 98.725083 E 34 | 98.725083 99.961927 C#:min 35 | 99.961927 101.912403 A 36 | 101.912403 102.701882 E 37 | 102.701882 103.897709 E/5 38 | 103.897709 105.848185 A 39 | 105.848185 106.626054 E 40 | 106.626054 107.845102 E/5 41 | 107.845102 109.876848 E 42 | 109.876848 113.940340 C#:min 43 | 113.940340 118.108321 E 44 | 118.108321 120.304441 C#:min 45 | 120.304441 124.551837 N 46 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD2_-_The_Beatles/CD2_-_06_-_Helter_Skelter.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.165431 N 2 | 0.165431 0.588571 E:(1,5) 3 | 0.588571 6.521269 E:(1,b7)/b7 4 | 6.521269 9.435374 C#:(1,b3) 5 | 9.435374 12.244988 C 6 | 12.244988 15.089433 G 7 | 15.089433 18.003537 E 8 | 18.003537 32.295419 E 9 | 32.295419 35.197913 G 10 | 35.197913 37.995918 A 11 | 37.995918 40.910022 E 12 | 40.910022 43.754467 A 13 | 43.754467 46.610521 E 14 | 46.610521 49.466575 A 15 | 49.466575 52.299410 E 16 | 52.299410 69.517006 E 17 | 69.517006 72.361451 G 18 | 72.361451 75.217505 A 19 | 75.217505 78.050340 E 20 | 78.050340 80.906394 A 21 | 80.906394 83.832108 E 22 | 83.832108 86.664943 A 23 | 86.664943 89.474557 E 24 | 89.474557 95.221496 E 25 | 95.221496 97.938231 A 26 | 97.938231 100.829115 E 27 | 100.829115 103.743219 A 28 | 103.743219 106.703764 E 29 | 106.703764 109.548208 E 30 | 109.548208 112.462312 C#:(1,b3)/b3 31 | 112.462312 115.283537 C/3 32 | 115.283537 118.116371 G 33 | 118.116371 132.710113 E 34 | 132.710113 135.566167 G 35 | 135.566167 138.364172 A 36 | 138.364172 141.301496 E 37 | 141.301496 144.285260 A 38 | 144.285260 147.036825 E 39 | 147.036825 149.916099 A 40 | 149.916099 152.725714 E 41 | 152.725714 179.651257 E 42 | 179.651257 181.753347 N 43 | 181.753347 191.665578 E:9 44 | 191.665578 220.179682 E 45 | 220.179682 224.450347 N 46 | 224.450347 262.247019 E 47 | 262.247019 269.688163 N 48 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/09_-_Magical_Mystery_Tour/04_-_Blue_Jay_Way.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 1.665842 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 1.665842 22.268672 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 4 | 22.268672 24.259614 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 5 | 24.259614 28.172176 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 6 | 28.172176 30.645102 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 7 | 30.645102 34.662154 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 8 | 34.662154 43.543786 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 9 | 43.543786 48.941294 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 10 | 48.941294 68.548448 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 11 | 68.548448 70.548594 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 12 | 70.548594 74.182517 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 13 | 74.182517 76.272312 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 14 | 76.272312 79.826391 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 15 | 79.826391 87.6617 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 16 | 87.6617 110.902964 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 17 | 110.902964 112.739251 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 18 | 112.739251 116.222244 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 19 | 116.222244 118.30043 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 20 | 118.30043 121.713764 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 21 | 121.713764 129.120929 D#:dim7 3 3 1 0 0 1 0 0 1 0 0 1 0 0 22 | 129.120929 133.765212 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 23 | 133.765212 231.992457 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 24 | 231.992457 236.721633 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/05_-_Boys.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.073119 N 2 | 1.073119 2.512756 B 3 | 2.512756 4.103323 A 4 | 4.103323 5.682280 E 5 | 5.682280 7.284457 B 6 | 7.284457 13.890534 E 7 | 13.890534 17.106498 A 8 | 17.106498 20.438561 E 9 | 20.438561 22.098788 B 10 | 22.098788 23.759015 A 11 | 23.759015 25.505471 E 12 | 25.505471 27.067858 B 13 | 27.067858 33.685546 E 14 | 33.685546 36.947949 A 15 | 36.947949 40.256793 E 16 | 40.256793 41.905409 B 17 | 41.905409 43.600466 A 18 | 43.600466 45.303248 E 19 | 45.303248 46.886090 B 20 | 46.886090 53.654707 E 21 | 53.654707 57.009990 A 22 | 57.009990 60.376883 E 23 | 60.376883 62.013890 B 24 | 62.013890 63.720557 A 25 | 63.720557 65.562273 E 26 | 65.562273 67.052620 B 27 | 67.052620 73.600648 E 28 | 73.600648 76.909491 A 29 | 76.909491 80.264775 E 30 | 80.264775 82.006271 B 31 | 82.006271 83.666498 A 32 | 83.666498 85.454434 E 33 | 85.454434 87.056611 B 34 | 87.056611 93.929718 E 35 | 93.929718 97.308221 A 36 | 97.308221 100.709945 E 37 | 100.709945 102.439831 B 38 | 102.439831 104.146498 A 39 | 104.146498 105.899604 E 40 | 105.899604 107.583051 B 41 | 107.583051 114.398108 E 42 | 114.398108 117.823051 A 43 | 117.823051 121.201555 E 44 | 121.201555 122.908221 B 45 | 122.908221 124.614888 A 46 | 124.614888 126.681448 E 47 | 126.681448 128.086271 B 48 | 128.086271 134.924548 E 49 | 134.924548 138.337881 A 50 | 138.337881 141.716385 E 51 | 141.716385 143.493051 B 52 | 143.493051 147.513469 N 53 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_05_-_Wild_Honey_Pie.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.087386 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.087386 2.757936 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 4 | 2.757936 5.439841 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 5 | 5.439841 6.751768 E:7 4 4 0 0 1 0 1 0 0 0 1 0 0 1 6 | 6.751768 8.063696 Eb:7 3 3 0 1 0 1 0 0 0 1 0 0 1 0 7 | 8.063696 9.439772 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 8 | 9.439772 14.877694 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 9 | 14.877694 17.500917 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 10 | 17.500917 20.184512 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 11 | 20.184512 21.496439 E:7 4 4 0 0 1 0 1 0 0 0 1 0 0 1 12 | 21.496439 22.823953 Eb:7 3 3 0 1 0 1 0 0 0 1 0 0 1 0 13 | 22.823953 24.183433 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 14 | 24.183433 29.525617 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 15 | 29.525617 32.247278 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 16 | 32.247278 34.925243 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 17 | 34.925243 36.171451 E:7 4 4 0 0 1 0 1 0 0 0 1 0 0 1 18 | 36.171451 37.567613 Eb:7 3 3 0 1 0 1 0 0 0 1 0 0 1 0 19 | 37.567613 38.869651 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 20 | 38.869651 41.59331 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 21 | 41.59331 44.263605 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 22 | 44.263605 46.96873 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 23 | 46.96873 49.639024 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 24 | 49.639024 52.471099 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 25 | 52.471099 52.924082 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 | -------------------------------------------------------------------------------- /instrument-classification/generate_chords.py: -------------------------------------------------------------------------------- 1 | """ 2 | An example script that generates a simple sequence of chords in the all available MIDI instruments - into MIDI and FLAC. 3 | """ 4 | 5 | import music21 6 | from music21 import chord, stream 7 | from midi2audio import FluidSynth 8 | import os.path 9 | from instruments import midi_instruments 10 | 11 | def make_instrument(midi_instrument_id): 12 | i = music21.instrument.Instrument() 13 | i.midiProgram = midi_instrument_id 14 | return i 15 | 16 | def generate_chords(midi_instrument_id, output_file): 17 | s = stream.Stream() 18 | s.append(make_instrument(midi_instrument_id)) 19 | s.append(chord.Chord(["G","B","D", "F"])) 20 | s.append(chord.Chord(["D", "F", "A", "C"])) 21 | s.append(chord.Chord(["C", "E", "G", "B"])) 22 | s.write('midi', output_file) 23 | 24 | if __name__ == '__main__': 25 | data_dir = 'data/working/chords-in-many-instruments' 26 | midi_dir = '{}/midi'.format(data_dir) 27 | audio_dir = '{}/flac'.format(data_dir) 28 | for path in [midi_dir, audio_dir]: 29 | os.makedirs(path, exist_ok=True) 30 | for index, instrument in midi_instruments().iterrows(): 31 | file_name = 'instrument_{0:03d}_{1}'.format(instrument['id'], instrument['name']) 32 | midi_file = '{}/{}.mid'.format(midi_dir, file_name) 33 | audio_file = '{}/{}.flac'.format(audio_dir, file_name) 34 | generate_chords(instrument['id'], midi_file) 35 | FluidSynth().midi_to_audio(midi_file, audio_file) 36 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/09_-_Magical_Mystery_Tour/03_-_Flying.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.4021 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.4021 10.885011 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 4 | 10.885011 15.935351 F:7 5 5 1 0 0 1 0 1 0 0 0 1 0 0 5 | 15.935351 21.148231 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 6 | 21.148231 23.714036 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 7 | 23.714036 26.314671 F 5 5 1 0 0 0 0 1 0 0 0 1 0 0 8 | 26.314671 28.899196 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 9 | 28.899196 31.527551 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 10 | 31.527551 39.386636 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 11 | 39.386636 41.89526 C:7 0 0 1 0 0 0 1 0 0 1 0 0 1 0 12 | 41.89526 47.02687 F 5 5 1 0 0 0 0 1 0 0 0 1 0 0 13 | 47.02687 52.14687 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 14 | 52.14687 54.712675 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 15 | 54.712675 57.27848 F 5 5 1 0 0 0 0 1 0 0 0 1 0 0 16 | 57.27848 59.802639 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 17 | 59.802639 62.41009 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 18 | 62.41009 70.095895 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 19 | 70.095895 72.63848 C:7 0 0 1 0 0 0 1 0 0 1 0 0 1 0 20 | 72.63848 77.7817 F 5 5 1 0 0 0 0 1 0 0 0 1 0 0 21 | 77.7817 82.87848 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 22 | 82.87848 85.467505 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 23 | 85.467505 88.09136 F 5 5 1 0 0 0 0 1 0 0 0 1 0 0 24 | 88.09136 98.205452 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 25 | 98.205452 110.939281 A:min 9 9 1 0 0 0 1 0 0 0 0 1 0 0 26 | 110.939281 130.065191 F#:dim 6 6 1 0 0 0 0 0 1 0 0 1 0 0 27 | 130.065191 136.986122 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD1_-_The_Beatles/CD1_-_10_-_I'm_So_Tired.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.172328 N 2 | 0.172328 1.515759 E 3 | 1.515759 3.315306 A 4 | 3.315306 5.130361 G# 5 | 5.130361 6.891179 D 6 | 6.891179 8.713945 E 7 | 8.713945 10.478662 A 8 | 10.478662 12.278208 F#:min 9 | 12.278208 14.066145 D 10 | 14.066145 15.849541 E 11 | 15.849541 17.574216 A 12 | 17.574216 19.298890 E:aug 13 | 19.298890 21.008911 F#:min 14 | 21.008911 24.538344 D:min 15 | 24.538344 26.256621 A 16 | 26.256621 28.090997 G# 17 | 28.090997 29.887082 D 18 | 29.887082 31.632040 E 19 | 31.632040 33.373537 A 20 | 33.373537 35.184693 F#:min 21 | 35.184693 36.868140 D 22 | 36.868140 38.644467 E 23 | 38.644467 40.385963 A 24 | 40.385963 42.022970 E:aug 25 | 42.022970 43.671587 F#:min 26 | 43.671587 47.015260 D:min 27 | 47.015260 53.714217 A 28 | 53.714217 60.239024 E 29 | 60.239024 63.507321 D 30 | 63.507321 67.077301 A 31 | 67.077301 68.818798 A 32 | 68.818798 70.525464 G# 33 | 70.525464 72.220521 D 34 | 72.220521 73.964525 E 35 | 73.964525 75.667368 A 36 | 75.667368 77.348380 F#:min 37 | 77.348380 79.023968 D 38 | 79.023968 80.777074 E 39 | 80.777074 82.460521 A 40 | 82.460521 84.155578 E:aug 41 | 84.155578 85.780975 F#:min 42 | 85.780975 87.499946 D:min7 43 | 87.499946 89.171088 D:min 44 | 89.171088 95.695895 A 45 | 95.695895 102.174263 E 46 | 102.174263 105.425056 D 47 | 105.425056 107.017149 A 48 | 107.017149 108.629410 N 49 | 108.629410 111.798209 D 50 | 111.798209 115.003287 A 51 | 115.003287 118.137981 D 52 | 118.137981 122.812778 A 53 | 122.812778 123.324082 N 54 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/08_-_Because.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.382952 N 2 | 0.382952 6.531179 C#:min 3 | 6.531179 9.619433 D#:hdim7 4 | 9.619433 12.684467 G# 5 | 12.684467 15.714671 A 6 | 15.714671 18.744875 C#:min 7 | 18.744875 22.889637 A:9 8 | 22.889637 24.851723 A:7(*5,13) 9 | 24.851723 27.821479 D 10 | 27.821479 30.877301 D:dim 11 | 30.877301 36.926099 C#:min 12 | 36.926099 39.909863 D#:hdim7 13 | 39.909863 42.940068 G# 14 | 42.940068 45.958662 A 15 | 45.958662 48.965646 C#:min 16 | 48.965646 51.984240 A:9 17 | 51.984240 54.875124 A:7(13) 18 | 54.875124 57.905328 D 19 | 57.905328 60.877482 D:dim 20 | 60.877482 66.926281 C#:min 21 | 66.926281 69.910045 D#:hdim7 22 | 69.910045 72.812539 G# 23 | 72.812539 75.807913 A 24 | 75.807913 78.791678 C#:min 25 | 78.791678 81.787052 A:9 26 | 81.787052 84.770816 A:7(13) 27 | 84.770816 87.812630 D 28 | 87.812630 90.726734 D:dim 29 | 90.726734 96.763922 F# 30 | 96.763922 102.766281 G#:7 31 | 102.766281 108.652539 C#:min 32 | 108.652539 111.624693 D#:hdim7 33 | 111.624693 114.620068 G# 34 | 114.620068 117.534172 A 35 | 117.534172 120.494716 C#:min 36 | 120.494716 123.432040 A:9 37 | 123.432040 126.299705 A:7(13) 38 | 126.299705 129.318299 D 39 | 129.318299 132.278843 D:dim7 40 | 132.278843 138.118662 C#:min 41 | 138.118662 140.986326 D#:hdim7 42 | 140.986326 143.912040 G# 43 | 143.912040 146.814535 A 44 | 146.814535 149.705419 C#:min 45 | 149.705419 152.689183 A:9 46 | 152.689183 155.591678 A:7(13) 47 | 155.591678 158.494172 D 48 | 158.494172 164.439685 D:dim7 49 | 164.439685 165.537959 N 50 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/04_-_Rock_and_Roll_Music.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.446618 N 2 | 0.446618 2.408196 E:7 3 | 2.408196 8.085475 A 4 | 8.085475 10.953139 D 5 | 10.953139 13.878853 A 6 | 13.878853 18.139715 E 7 | 18.139715 19.672232 A 8 | 19.672232 21.111869 E 9 | 21.111869 22.597946 A 10 | 22.597946 25.477221 E 11 | 25.477221 28.356495 A 12 | 28.356495 31.200939 D 13 | 31.200939 32.640577 E 14 | 32.640577 34.103434 E 15 | 34.103434 39.861982 A 16 | 39.861982 42.776087 D 17 | 42.776087 45.655361 A 18 | 45.655361 49.974273 E 19 | 49.974273 51.448740 A 20 | 51.448740 52.911597 E 21 | 52.911597 54.386064 A 22 | 54.386064 57.230509 E 23 | 57.230509 60.040123 A 24 | 60.040123 62.884568 D 25 | 62.884568 65.729012 E 26 | 65.729012 71.429511 A 27 | 71.429511 74.308785 D 28 | 74.308785 77.141620 A 29 | 77.141620 81.344431 E 30 | 81.344431 82.784069 A 31 | 82.784069 84.200486 E 32 | 84.200486 85.767833 A 33 | 85.767833 88.612277 E 34 | 88.612277 91.433502 A 35 | 91.433502 94.196676 D 36 | 94.196676 97.017901 E 37 | 97.017901 102.764840 A 38 | 102.764840 105.632504 D 39 | 105.632504 108.511778 A 40 | 108.511778 112.726200 E 41 | 112.726200 114.258717 A 42 | 114.258717 115.605475 E 43 | 115.605475 117.114772 A 44 | 117.114772 119.994046 E 45 | 119.994046 122.815270 A 46 | 122.815270 125.601665 D 47 | 125.601665 127.064522 E 48 | 127.064522 128.446109 E:7 49 | 128.446109 134.158218 A 50 | 134.158218 137.037493 D 51 | 137.037493 139.916767 A 52 | 139.916767 144.200849 E 53 | 144.200849 145.640486 A 54 | 145.640486 147.080123 E 55 | 147.080123 149.136676 A 56 | 149.136676 153.756735 N 57 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/07_-_Ticket_To_Ride.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 4.046643 A 3 | 4.046643 7.947596 A 4 | 7.947596 19.569183 A 5 | 19.569183 21.484829 B:min 6 | 21.484829 23.400476 E 7 | 23.400476 25.339342 F#:min 8 | 25.339342 27.185328 D 9 | 27.185328 28.915215 F#:min 10 | 28.915215 30.981791 G:maj7 11 | 30.981791 32.874217 F#:min 12 | 32.874217 34.813083 E 13 | 34.813083 38.725646 A 14 | 38.725646 50.277573 A 15 | 50.277573 52.251269 B:min 16 | 52.251269 54.178526 E 17 | 54.178526 56.105782 F#:min 18 | 56.105782 57.963378 D 19 | 57.963378 59.728095 F#:min 20 | 59.728095 61.852721 G:maj7 21 | 61.852721 63.779977 F#:min 22 | 63.779977 65.730453 E 23 | 65.730453 69.619795 A 24 | 69.619795 75.482834 D:7 25 | 75.482834 77.410090 E 26 | 77.410090 83.215079 D:7 27 | 83.215079 87.057981 E 28 | 87.057981 98.900158 A 29 | 98.900158 100.885464 B:min 30 | 100.885464 102.893990 E 31 | 102.893990 104.902517 F#:min 32 | 104.902517 106.818163 D 33 | 106.818163 108.582879 F#:min 34 | 108.582879 110.730725 G:maj7 35 | 110.730725 112.727641 F#:min 36 | 112.727641 114.666507 E 37 | 114.666507 118.625510 A 38 | 118.625510 124.453718 D:7 39 | 124.453718 126.450634 E 40 | 126.450634 132.185963 D:7 41 | 132.185963 136.086916 E 42 | 136.086916 147.952312 A 43 | 147.952312 149.914399 B:min 44 | 149.914399 151.911315 E 45 | 151.911315 153.861791 F#:min 46 | 153.861791 155.823877 D 47 | 155.823877 157.542154 F#:min 48 | 157.542154 159.748049 G:maj7 49 | 159.748049 161.675306 F#:min 50 | 161.675306 163.660612 E 51 | 163.660612 167.573174 A 52 | 167.573174 187.704033 A 53 | 187.704033 192.496327 N 54 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/09_-_One_After_909.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.433805 N 2 | 0.433805 1.421269 B:(b3,5) 3 | 1.421269 9.107074 B 4 | 9.107074 19.602494 B 5 | 19.602494 22.168299 B 6 | 22.168299 24.838594 E 7 | 24.838594 26.162131 B 8 | 26.162131 27.450839 F# 9 | 27.450839 30.028253 B 10 | 30.028253 40.546893 B 11 | 40.546893 43.252018 B 12 | 43.252018 45.875873 E 13 | 45.875873 47.211020 B 14 | 47.211020 48.488117 F# 15 | 48.488117 51.111972 B 16 | 51.111972 53.747437 E 17 | 53.747437 56.394512 B 18 | 56.394512 59.041587 C# 19 | 59.041587 61.688662 F# 20 | 61.688662 64.370566 E 21 | 64.370566 66.994421 B 22 | 66.994421 69.560226 C# 23 | 69.560226 70.906984 F# 24 | 70.906984 72.218911 F#:aug 25 | 72.218911 82.749160 B 26 | 82.749160 85.431065 B 27 | 85.431065 87.985260 E 28 | 87.985260 89.285578 B 29 | 89.285578 90.597505 F# 30 | 90.597505 93.128480 B 31 | 93.128480 106.247755 B 32 | 106.247755 108.883219 E 33 | 108.883219 110.218367 B 34 | 110.218367 111.530294 F# 35 | 111.530294 114.130929 B 36 | 114.130929 116.778004 E 37 | 116.778004 119.436689 B 38 | 119.436689 122.118594 C# 39 | 122.118594 124.754058 F# 40 | 124.754058 127.389523 E 41 | 127.389523 130.106258 B 42 | 130.106258 132.706893 C# 43 | 132.706893 135.330748 F#:aug 44 | 135.330748 146.058367 B 45 | 146.058367 148.635782 B 46 | 148.635782 151.259637 E 47 | 151.259637 152.583174 B 48 | 152.583174 153.929931 F# 49 | 153.929931 155.218639 B 50 | 155.218639 156.565396 F# 51 | 156.565396 157.900544 B 52 | 157.900544 159.154421 F# 53 | 159.154421 161.101410 B 54 | 161.101410 161.580907 F#:aug 55 | 161.580907 164.969228 B 56 | 164.969228 169.468916 E 57 | 169.468916 175.516735 N 58 | -------------------------------------------------------------------------------- /instrument-classification/model_arch.py: -------------------------------------------------------------------------------- 1 | from keras.layers import Activation, AveragePooling2D, BatchNormalization, \ 2 | Convolution2D, Dense, Dropout, Flatten, Input, MaxPooling2D, Reshape 3 | from keras.models import Model 4 | from keras.layers.advanced_activations import ELU 5 | 6 | 7 | def create_model(input_shape, class_count): 8 | inputs = Input(shape=input_shape) 9 | 10 | # add one more dimension for convolution 11 | x = Reshape(input_shape + (1, ))(inputs) 12 | 13 | x = BatchNormalization()(x) 14 | 15 | def convolution_block(filter_count, dropout): 16 | def create(x): 17 | x = Convolution2D(filter_count, 3, 3, border_mode='same')(x) 18 | x = BatchNormalization()(x) 19 | x = ELU()(x) 20 | x = Convolution2D(filter_count, 3, 3, border_mode='same')(x) 21 | x = BatchNormalization()(x) 22 | x = ELU()(x) 23 | x = MaxPooling2D(pool_size=(2, 2))(x) 24 | x = Dropout(dropout)(x) 25 | return x 26 | return create 27 | 28 | x = convolution_block(filter_count=32, dropout=0.1)(x) 29 | x = convolution_block(filter_count=64, dropout=0.1)(x) 30 | x = convolution_block(filter_count=64, dropout=0.1)(x) 31 | x = convolution_block(filter_count=64, dropout=0.1)(x) 32 | 33 | x = Flatten()(x) 34 | 35 | x = Dense(class_count)(x) 36 | x = BatchNormalization()(x) 37 | predictions = Activation('softmax')(x) 38 | 39 | model = Model(inputs, predictions) 40 | 41 | model.compile(loss='categorical_crossentropy', optimizer='adam', 42 | metrics=['accuracy']) 43 | 44 | return model 45 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/10_-_Baby_It's_You.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.456937 N 2 | 0.456937 2.651307 G 3 | 2.651307 4.752713 E:min 4 | 4.752713 6.900559 G 5 | 6.900559 9.001965 E:min 6 | 9.001965 11.110106 G 7 | 11.110106 13.336043 E:min 8 | 13.336043 17.581738 C 9 | 17.581738 21.854210 G 10 | 21.854210 26.115071 C 11 | 26.115071 30.271443 G 12 | 30.271443 34.578745 E:min 13 | 34.578745 38.793167 A:min 14 | 38.793167 40.941012 G 15 | 40.941012 43.100468 E:min 16 | 43.100468 45.201874 C 17 | 45.201874 49.485956 D 18 | 49.485956 51.657021 G 19 | 51.657021 53.746817 E:min 20 | 53.746817 55.929493 G 21 | 55.929493 58.077339 E:min 22 | 58.077339 62.349811 C 23 | 62.349811 66.645502 G 24 | 66.645502 70.883144 C 25 | 70.883144 75.132396 G 26 | 75.132396 79.416477 E:min 27 | 79.416477 83.596069 A:min 28 | 83.596069 85.743915 G 29 | 85.743915 87.868541 E:min 30 | 87.868541 89.946727 C 31 | 89.946727 94.312078 D 32 | 94.312078 96.541194 G 33 | 96.541194 98.630990 E:min 34 | 98.630990 100.778836 G 35 | 100.778836 102.926681 E:min 36 | 102.926681 105.097747 C 37 | 105.097747 107.117883 D 38 | 107.117883 109.265729 G 39 | 109.265729 111.309085 G 40 | 111.309085 113.456931 C 41 | 113.456931 115.546727 D 42 | 115.546727 119.819198 G 43 | 119.819198 124.126500 E:min 44 | 124.126500 128.410582 A:min 45 | 128.410582 130.604867 G 46 | 130.604867 132.752713 E:min 47 | 132.752713 134.854119 C 48 | 134.854119 137.048405 D 49 | 137.048405 139.265910 D 50 | 139.265910 141.378926 G 51 | 141.378926 143.549992 E:min 52 | 143.549992 145.732668 G 53 | 145.732668 147.903734 E:min 54 | 147.903734 150.051579 G 55 | 150.051579 152.211035 E:min 56 | 152.211035 158.066939 N 57 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/11_-_When_I_Get_Home.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.213809 N 2 | 1.213809 4.812902 A 3 | 4.812902 8.783514 A 4 | 8.783514 10.664331 D:9 5 | 10.664331 12.510317 G 6 | 12.510317 14.391133 A:min 7 | 14.391133 16.179070 G 8 | 16.179070 18.071496 C 9 | 18.071496 19.963922 F 10 | 19.963922 21.844739 C 11 | 21.844739 23.725555 F 12 | 23.725555 25.606371 C 13 | 25.606371 27.510408 F 14 | 27.510408 31.039841 G 15 | 31.039841 34.801473 A 16 | 34.801473 38.772086 A 17 | 38.772086 40.664512 D:9 18 | 40.664512 42.568548 G 19 | 42.568548 44.437755 A:min 20 | 44.437755 46.237301 G 21 | 46.237301 48.118117 C 22 | 48.118117 50.022154 F 23 | 50.022154 51.891360 C 24 | 51.891360 53.807006 F 25 | 53.807006 55.711043 C 26 | 55.711043 57.615079 F 27 | 57.615079 61.157470 G 28 | 61.157470 64.894535 A 29 | 64.894535 68.969637 A 30 | 68.969637 70.850453 D:9 31 | 70.850453 72.754489 G 32 | 72.754489 76.609002 A:min 33 | 76.609002 78.547868 C 34 | 78.547868 80.463514 A:min 35 | 80.463514 82.379160 C 36 | 82.379160 84.283197 A:min 37 | 84.283197 86.187233 F 38 | 86.187233 88.079659 G 39 | 88.079659 90.018526 F 40 | 90.018526 91.969002 G 41 | 91.969002 93.942698 A:min 42 | 93.942698 95.777074 G 43 | 95.777074 97.750770 C 44 | 97.750770 99.689637 F 45 | 99.689637 101.593673 C 46 | 101.593673 103.462879 F 47 | 103.462879 105.459795 C 48 | 105.459795 107.375442 F 49 | 107.375442 111.020975 G 50 | 111.020975 114.817437 A 51 | 114.817437 118.904149 A 52 | 118.904149 120.784965 D:9 53 | 120.784965 122.735442 G 54 | 122.735442 126.624784 A 55 | 126.624784 128.563650 D:9 56 | 128.563650 130.339977 G 57 | 130.339977 134.052426 C 58 | 134.052426 138.370612 N 59 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/10CD2_-_The_Beatles/CD2_-_01_-_Birthday.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.834399 N 2 | 1.834399 8.568185 A:7 3 | 8.568185 11.993129 D:7 4 | 11.993129 15.441292 A:7 5 | 15.441292 18.889455 E:7 6 | 18.889455 22.326009 A:7 7 | 22.326009 29.175895 A:7 8 | 29.175895 32.624058 D:7 9 | 32.624058 36.049002 A:7 10 | 36.049002 39.531995 E:7 11 | 39.531995 43.369339 A:7 12 | 43.369339 56.668321 N 13 | 56.668321 70.519024 E 14 | 70.519024 72.272131 C 15 | 72.272131 74.025238 G:7 16 | 74.025238 75.720294 C 17 | 75.720294 77.519841 G:7 18 | 77.519841 79.249727 C 19 | 79.249727 81.014444 G:7 20 | 81.014444 82.732721 C 21 | 82.732721 83.177223 G:7 22 | 83.177223 83.626689 G:7/b2 23 | 83.626689 84.058013 G:7/2 24 | 84.058013 84.485827 G:7/b3 25 | 84.485827 86.296984 E/5 26 | 86.296984 87.957210 E 27 | 87.957210 94.911587 A:7 28 | 94.911587 98.394580 D:7 29 | 98.394580 101.865963 A:7 30 | 101.865963 105.302517 E:7 31 | 105.302517 108.727460 A:7 32 | 108.727460 111.328095 A 33 | 111.328095 112.256893 G:(1) 34 | 112.256893 114.811088 A 35 | 114.811088 115.658616 G:(1) 36 | 115.658616 117.353673 C 37 | 117.353673 119.048730 G:7 38 | 119.048730 120.801836 C 39 | 120.801836 122.554943 G:7 40 | 122.554943 124.273219 C 41 | 124.273219 126.014716 G:7 42 | 126.014716 127.767823 C 43 | 127.767823 128.193257 C/5 44 | 128.193257 128.614504 G:7/b2 45 | 128.614504 129.016604 G:7/2 46 | 129.016604 129.462879 G:7/b3 47 | 129.462879 131.169546 E/5 48 | 131.169546 132.852993 E 49 | 132.852993 139.818979 A:7 50 | 139.818979 143.336802 D:7 51 | 143.336802 146.761746 A:7 52 | 146.761746 150.175079 E:7 53 | 150.175079 155.095651 A:7 54 | 155.095651 162.678105 A 55 | 162.678105 162.925714 N 56 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/14_-_Dizzy_Miss_Lizzy.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.402100 N 2 | 0.402100 1.829138 N 3 | 1.829138 8.667414 A 4 | 8.667414 12.103968 D 5 | 12.103968 15.586961 A 6 | 15.586961 17.282018 E 7 | 17.282018 19.000294 D 8 | 19.000294 20.776621 A 9 | 20.776621 22.402018 E 10 | 22.402018 29.309954 A 11 | 29.309954 32.769727 D 12 | 32.769727 36.287551 A 13 | 36.287551 38.052267 E 14 | 38.052267 39.805374 D 15 | 39.805374 41.825510 A 16 | 41.825510 43.299977 E 17 | 43.299977 50.219523 A 18 | 50.219523 53.667687 D 19 | 53.667687 57.243560 A 20 | 57.243560 58.996666 E 21 | 58.996666 60.772993 D 22 | 60.772993 62.549319 A 23 | 62.549319 64.290816 E 24 | 64.290816 71.372902 A 25 | 71.372902 74.937165 D 26 | 74.937165 78.420158 A 27 | 78.420158 80.231315 E 28 | 80.231315 81.972811 D 29 | 81.972811 83.772358 A 30 | 83.772358 85.467414 E 31 | 85.467414 92.514671 A 32 | 92.514671 95.974444 D 33 | 95.974444 99.550317 A 34 | 99.550317 101.291814 E 35 | 101.291814 103.091360 D 36 | 103.091360 104.890907 A 37 | 104.890907 106.609183 E 38 | 106.609183 113.714489 A 39 | 113.714489 117.278752 D 40 | 117.278752 120.808185 A 41 | 120.808185 122.607732 E 42 | 122.607732 124.360839 D 43 | 124.360839 126.201905 A 44 | 126.201905 127.867748 E 45 | 127.867748 134.867868 A 46 | 134.867868 138.432131 D 47 | 138.432131 141.961564 A 48 | 141.961564 143.772721 E 49 | 143.772721 145.490997 D 50 | 145.490997 147.302154 A 51 | 147.302154 148.939160 E 52 | 148.939160 156.137346 A 53 | 156.137346 159.724829 D 54 | 159.724829 163.300702 A 55 | 163.300702 165.077029 E 56 | 165.077029 166.818526 D 57 | 166.818526 168.699342 A 58 | 168.699342 171.945549 A:maj6 59 | 171.945549 174.158367 N 60 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/08_-_Good_Day_Sunshine.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.402100 N 2 | 0.402100 8.435215 E 3 | 8.435215 9.886462 B 4 | 9.886462 12.452267 F# 5 | 12.452267 13.961564 B 6 | 13.961564 16.504149 F# 7 | 16.504149 20.544421 E:7 8 | 20.544421 21.612539 A 9 | 21.612539 22.622607 F#:7 10 | 22.622607 24.631133 B:7 11 | 24.631133 26.651269 E:7 12 | 26.651269 28.741065 A 13 | 28.741065 29.751133 A 14 | 29.751133 30.761201 F#:7 15 | 30.761201 32.804557 B:7 16 | 32.804557 34.847913 E:7 17 | 34.847913 36.902879 A 18 | 36.902879 38.447006 B 19 | 38.447006 41.001201 F# 20 | 41.001201 42.533718 B 21 | 42.533718 45.076303 F# 22 | 45.076303 49.163015 E:7 23 | 49.163015 50.184693 A 24 | 50.184693 51.229591 F#:7 25 | 51.229591 53.238117 B:7 26 | 53.238117 55.258253 E:7 27 | 55.258253 57.359659 A 28 | 57.359659 58.392947 D 29 | 58.392947 59.391405 B:7 30 | 59.391405 61.516031 E:7 31 | 61.516031 63.629047 A:7 32 | 63.629047 65.695623 D 33 | 65.695623 67.274580 B 34 | 67.274580 69.805555 F# 35 | 69.805555 71.384512 B 36 | 71.384512 73.869047 F# 37 | 73.869047 78.002199 E:7 38 | 78.002199 79.035487 A 39 | 79.035487 80.068775 F#:7 40 | 80.068775 82.065691 B:7 41 | 82.065691 84.120657 E:7 42 | 84.120657 86.210453 A 43 | 86.210453 87.255351 A 44 | 87.255351 88.288639 F#:7 45 | 88.288639 90.308775 B:7 46 | 90.308775 92.340521 E:7 47 | 92.340521 94.465147 A 48 | 94.465147 96.009274 B 49 | 96.009274 98.551859 F# 50 | 98.551859 100.095986 B 51 | 100.095986 102.626961 F# 52 | 102.626961 106.202834 E:7 53 | 106.202834 107.735351 B 54 | 107.735351 110.208276 F# 55 | 110.208276 111.740793 B 56 | 111.740793 114.260158 F# 57 | 114.260158 117.731541 E:7 58 | 117.731541 125.455149 F:7 59 | 125.455149 129.776327 N 60 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/02_-_Eleanor_Rigby.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.382952 N 2 | 0.382952 3.849274 C 3 | 3.849274 7.343877 E:min 4 | 7.343877 10.792040 C 5 | 10.792040 14.240204 E:min 6 | 14.240204 19.557573 E:min 7 | 19.557573 22.216258 C 8 | 22.216258 23.121836 E:min 9 | 23.121836 27.419379 E:min 10 | 27.419379 28.311496 E:min/b7 11 | 28.311496 30.923741 C 12 | 30.923741 31.782879 E:min 13 | 31.782879 33.547596 E:min7 14 | 33.547596 35.312312 E:min6 15 | 35.312312 37.018979 C/3 16 | 37.018979 38.795306 E:min 17 | 38.795306 40.594852 E:min7 18 | 40.594852 42.266689 E:min6 19 | 42.266689 43.973356 C/3 20 | 43.973356 45.772902 E:min 21 | 45.772902 51.043832 E:min 22 | 51.043832 53.609637 C 23 | 53.609637 54.526825 E:min 24 | 54.526825 59.728095 E:min 25 | 59.728095 62.340340 C 26 | 62.340340 63.222698 E:min 27 | 63.222698 64.940975 E:min7 28 | 64.940975 66.682471 E:min6 29 | 66.682471 68.389138 C/3 30 | 68.389138 70.142244 E:min 31 | 70.142244 71.906961 E:min7 32 | 71.906961 73.625238 E:min6 33 | 73.625238 75.343514 C/3 34 | 75.343514 77.096621 E:min 35 | 77.096621 80.544784 C 36 | 80.544784 83.969727 E:min 37 | 83.969727 87.383061 C 38 | 87.383061 90.831224 E:min 39 | 90.831224 96.020884 E:min 40 | 96.020884 98.621519 C 41 | 98.621519 99.457437 E:min 42 | 99.457437 104.612267 E:min 43 | 104.612267 107.270952 C 44 | 107.270952 108.153310 E:min 45 | 108.153310 109.918027 E:min7 46 | 109.918027 111.671133 E:min6 47 | 111.671133 113.435850 C/3 48 | 113.435850 115.212176 E:min 49 | 115.212176 116.965283 E:min7 50 | 116.965283 118.671950 E:min6 51 | 118.671950 120.436666 C/3 52 | 120.436666 121.874545 E:min 53 | 121.874545 122.334088 F#:min7 54 | 122.334088 123.597830 E:min 55 | 123.597830 127.686531 N 56 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/16_-_The_End.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.223884 A 2 | 0.223884 1.635324 D 3 | 1.635324 2.131761 B 4 | 2.131761 3.884104 E 5 | 3.884104 5.811360 A 6 | 5.811360 7.715396 D#:dim/b5 7 | 7.715396 11.244829 A 8 | 11.244829 11.744058 A 9 | 11.744058 13.183696 D 10 | 13.183696 13.706145 B 11 | 13.706145 15.377981 E 12 | 15.377981 17.305238 A 13 | 17.305238 19.186054 D#:dim/b5 14 | 19.186054 19.568859 A 15 | 19.568859 34.752914 N 16 | 34.752914 36.728730 A:7 17 | 36.728730 38.690816 D:7 18 | 38.690816 40.652902 A:7 19 | 40.652902 42.626598 D:7 20 | 42.626598 44.588684 A:7 21 | 44.588684 46.562380 D:7 22 | 46.562380 48.478027 A:7 23 | 48.478027 50.382063 D:7 24 | 50.382063 52.297709 A:7 25 | 52.297709 54.259795 D:7 26 | 54.259795 56.221882 A:7 27 | 56.221882 58.195578 D:7 28 | 58.195578 60.111224 A:7 29 | 60.111224 62.073310 D:7 30 | 62.073310 63.988956 A:7 31 | 63.988956 65.916213 D:7 32 | 65.916213 67.843469 A:7 33 | 67.843469 69.724285 D:7 34 | 69.724285 71.686371 A:7 35 | 71.686371 73.532358 D:7 36 | 73.532358 75.506054 A:7 37 | 75.506054 77.375260 D:7 38 | 77.375260 79.290907 A:7 39 | 79.290907 81.264603 D:7 40 | 81.264603 83.215518 A:7 41 | 83.215518 85.142335 D:7 42 | 85.142335 87.081201 A:7 43 | 87.081201 88.996848 D:7 44 | 88.996848 92.921425 A 45 | 92.921425 96.856802 A 46 | 96.856802 100.792585 G/2 47 | 100.792585 101.547233 F/3 48 | 101.547233 102.255442 C:maj6/5 49 | 102.255442 103.021700 D:min7/b3 50 | 103.021700 103.822789 A:min/5 51 | 103.822789 105.448185 D:min 52 | 105.448185 107.212902 G 53 | 107.212902 110.742335 C 54 | 110.742335 114.109229 D/b7 55 | 114.109229 115.862335 Eb/6 56 | 115.862335 117.615442 F/5 57 | 117.615442 123.406354 C 58 | 123.406354 139.833469 N 59 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/14_-_Everybody's_Trying_to_Be_My_Baby.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.442301 N 2 | 0.442301 7.705280 E:7 3 | 7.705280 10.549725 A 4 | 10.549725 13.370949 E 5 | 13.370949 14.752537 B:9 6 | 14.752537 16.192174 A 7 | 16.192174 18.932128 E 8 | 18.932128 24.632627 E:7 9 | 24.632627 27.488682 A 10 | 27.488682 30.298296 E 11 | 30.298296 31.714713 B:9 12 | 31.714713 33.107911 A 13 | 33.107911 35.882695 E 14 | 35.882695 38.634260 E 15 | 38.634260 41.478704 E 16 | 41.478704 44.311539 A 17 | 44.311539 47.109543 E 18 | 47.109543 48.491131 B:9 19 | 48.491131 49.919158 A 20 | 49.919158 52.728772 E 21 | 52.728772 58.382831 E:7 22 | 58.382831 61.157616 A 23 | 61.157616 64.036890 E 24 | 64.036890 65.418478 B:9 25 | 65.418478 66.858115 A 26 | 66.858115 69.621289 E 27 | 69.621289 72.396074 E:7(#9) 28 | 72.396074 75.182469 E:7(#9) 29 | 75.182469 78.026913 A:7 30 | 78.026913 80.836527 E:7(#9) 31 | 80.836527 82.264555 B:9 32 | 82.264555 83.669362 A:9 33 | 83.669362 85.039339 E 34 | 85.039339 86.432537 E 35 | 86.432537 89.242151 E:7 36 | 89.242151 92.121425 E:7 37 | 92.121425 94.942650 A:9 38 | 94.942650 97.775484 E 39 | 97.775484 99.215122 B:9 40 | 99.215122 100.585099 A 41 | 100.585099 103.394713 E:7 42 | 103.394713 109.013942 E:7 43 | 109.013942 111.858387 A 44 | 111.858387 114.691221 E 45 | 114.691221 116.107639 B:9 46 | 116.107639 117.489226 A 47 | 117.489226 120.322060 E 48 | 120.322060 125.918069 E:7 49 | 125.918069 128.785734 A 50 | 128.785734 131.595348 E 51 | 131.595348 133.034986 B:9 52 | 133.034986 134.486233 A 53 | 134.486233 135.949090 E 54 | 135.949090 136.489038 B:7 55 | 136.489038 136.970768 E 56 | 136.970768 139.699113 E:7 57 | 139.699113 142.630556 E:9 58 | 142.630556 143.751837 N 59 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/01_-_Help!.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.053119 N 2 | 1.053119 3.593854 B:min 3 | 3.593854 6.090000 G 4 | 6.090000 8.655804 E 5 | 8.655804 11.140340 A 6 | 11.140340 13.659705 A 7 | 13.659705 16.109410 C#:min 8 | 16.109410 18.686825 F#:min 9 | 18.686825 19.371814 D 10 | 19.371814 19.987142 G 11 | 19.987142 21.252630 A 12 | 21.252630 23.760385 A 13 | 23.760385 26.256530 C#:min 14 | 26.256530 28.764285 F#:min 15 | 28.764285 29.391224 D 16 | 29.391224 29.994943 G 17 | 29.994943 31.213990 A 18 | 31.213990 36.217891 B:min 19 | 36.217891 41.256621 G 20 | 41.256621 46.365011 E 21 | 46.365011 48.895986 A 22 | 48.895986 51.392131 A 23 | 51.392131 53.946326 A 24 | 53.946326 56.488911 C#:min 25 | 56.488911 59.008276 F#:min 26 | 59.008276 59.658435 D 27 | 59.658435 60.273764 G 28 | 60.273764 61.527641 A 29 | 61.527641 64.139886 A 30 | 64.139886 66.647641 C#:min 31 | 66.647641 69.143786 F#:min 32 | 69.143786 69.747505 D 33 | 69.747505 70.339614 G 34 | 70.339614 71.535442 A 35 | 71.535442 76.597392 B:min 36 | 76.597392 81.705782 G 37 | 81.705782 86.767732 E 38 | 86.767732 89.170425 A 39 | 89.170425 91.864512 A 40 | 91.864512 94.337437 A 41 | 94.337437 96.880022 C#:min 42 | 96.880022 99.399387 F#:min 43 | 99.399387 100.049546 D 44 | 100.049546 100.653265 G 45 | 100.653265 101.976802 A 46 | 101.976802 104.530997 A 47 | 104.530997 107.131632 C#:min 48 | 107.131632 109.720657 F#:min 49 | 109.720657 110.335986 D 50 | 110.335986 110.974535 G 51 | 110.974535 112.170362 A 52 | 112.170362 117.220702 B:min 53 | 117.220702 122.259433 G 54 | 122.259433 127.391043 E 55 | 127.391043 129.933628 A 56 | 129.933628 132.464603 F#:min 57 | 132.464603 133.718480 A 58 | 133.718480 136.943715 A:maj6 59 | 136.943715 141.087347 N 60 | -------------------------------------------------------------------------------- /instrument-classification/predict_webapp.py: -------------------------------------------------------------------------------- 1 | from flask import Flask, redirect, render_template, request 2 | from gevent.wsgi import WSGIServer 3 | 4 | from predict import InstrumentClassifier 5 | from leaderboard import LeaderBoard 6 | 7 | app = Flask(__name__) 8 | app.config['MAX_CONTENT_LENGTH'] = 1 * 2**20 9 | 10 | model_dir = 'data/working/single-notes-2000/models' 11 | model_id = LeaderBoard(model_dir).best_model() 12 | model = InstrumentClassifier(model_dir + '/' + model_id) 13 | 14 | print('Using model:', model_id) 15 | 16 | @app.route('/') 17 | def hello(): 18 | return render_template('home.html', model_id=model_id) 19 | 20 | @app.route('/api/classify/instrument', methods=['POST']) 21 | def classify(): 22 | if 'audio_file' not in request.files: 23 | return redirect('/') 24 | 25 | # File-like object than can be directy passed to soundfile.read() 26 | # without saving to disk. 27 | audio_file = request.files['audio_file'] 28 | 29 | if audio_file.filename == '': 30 | return redirect('/') 31 | 32 | class_probabilities = model.predict_probabilities(audio_file) 33 | class_probabilities = class_probabilities.round(5) 34 | label = model.class_label_from_probabilities( 35 | class_probabilities) 36 | 37 | return render_template('home.html', 38 | model_id=model_id, 39 | audio_file=audio_file.filename, 40 | predicted_label=label, 41 | class_probabilities=class_probabilities) 42 | 43 | if __name__ == '__main__': 44 | # app.run(debug=True) 45 | app.debug = True 46 | 47 | # needed since Flask dev mode interacts badly with TensorFlow 48 | http_server = WSGIServer(('', 5000), app) 49 | http_server.serve_forever() 50 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/08_-_Sgt._Pepper's_Lonely_Hearts_Club_Band/01_-_Sgt._Pepper's_Lonely_Hearts_Club_Band.lab: -------------------------------------------------------------------------------- 1 | 0.000000 12.350209 N 2 | 12.350209 17.502607 A:7 3 | 17.502607 20.068412 C:7 4 | 20.068412 21.682199 G 5 | 21.682199 22.599387 D 6 | 22.599387 23.911315 G:7 7 | 23.911315 25.200022 A:7 8 | 25.200022 26.546780 C:7 9 | 26.546780 27.765827 G:7 10 | 27.765827 29.031315 G:7 11 | 29.031315 30.331632 A:7 12 | 30.331632 31.631950 C:7 13 | 31.631950 32.839387 G:7 14 | 32.839387 35.428412 A:7 15 | 35.428412 37.936167 C:7 16 | 37.936167 39.224875 G 17 | 39.224875 40.501972 C 18 | 40.501972 42.951678 G 19 | 42.951678 45.529092 C:7 20 | 45.529092 48.060068 F 21 | 48.060068 50.591043 C 22 | 50.591043 55.664603 D 23 | 55.664603 56.999750 G 24 | 56.999750 58.300068 Bb:maj6 25 | 58.300068 59.565555 C 26 | 59.565555 60.865873 G 27 | 60.865873 63.443287 C 28 | 63.443287 65.916213 G 29 | 65.916213 67.193310 G 30 | 67.193310 68.435578 Bb:maj6 31 | 68.435578 69.643015 C 32 | 69.643015 70.885283 G 33 | 70.885283 73.393038 A 34 | 73.393038 75.900793 D 35 | 75.900793 78.408548 C 36 | 78.408548 80.823424 G 37 | 80.823424 83.040929 A:7 38 | 83.040929 83.644648 C:sus4 39 | 83.644648 84.201927 C/9 40 | 84.201927 85.746054 G 41 | 85.746054 88.195759 C 42 | 88.195759 90.599024 F:7 43 | 90.599024 93.071950 C 44 | 93.071950 97.936530 D 45 | 97.936530 99.306507 G:7 46 | 99.306507 100.537165 A:7 47 | 100.537165 101.791043 C:7 48 | 101.791043 103.010090 G:7 49 | 103.010090 104.229138 G:7 50 | 104.229138 105.401746 A:7 51 | 105.401746 106.678843 C:7 52 | 106.678843 107.886281 G:7 53 | 107.886281 110.359206 A:7 54 | 110.359206 112.727641 C:7 55 | 112.727641 113.993129 G 56 | 113.993129 115.212176 C:7 57 | 115.212176 117.650272 G 58 | 117.650272 122.435918 C 59 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/01_-_No_Reply.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.110561 N 2 | 1.110561 2.359153 C 3 | 2.359153 4.231622 F 4 | 4.231622 6.213665 G 5 | 6.213665 10.033348 C:maj6 6 | 10.033348 11.995434 F 7 | 11.995434 13.911080 G 8 | 13.911080 17.520064 C:maj6 9 | 17.520064 19.402600 A:min 10 | 19.402600 21.295026 E:min 11 | 21.295026 23.129402 F:maj7 12 | 23.129402 25.300468 E:min 13 | 25.300468 27.250944 D:min 14 | 27.250944 29.166590 G 15 | 29.166590 33.032713 C:maj6 16 | 33.032713 34.936749 F 17 | 34.936749 36.852395 G 18 | 36.852395 40.706908 C:maj6 19 | 40.706908 42.680604 F 20 | 42.680604 44.556491 G 21 | 44.556491 48.172123 C:maj6 22 | 48.172123 50.029720 A:min 23 | 50.029720 51.956976 E:min 24 | 51.956976 53.814572 F:maj7 25 | 53.814572 55.915978 E:min 26 | 55.915978 57.843234 F 27 | 57.843234 59.782101 G 28 | 59.782101 63.706273 C:maj6 29 | 63.706273 65.621919 C 30 | 65.621919 67.514346 E 31 | 67.514346 71.368858 A 32 | 71.368858 73.261284 D:min 33 | 73.261284 75.188541 F 34 | 75.188541 78.985003 C 35 | 78.985003 80.900649 C 36 | 80.900649 82.793076 E 37 | 82.793076 86.624368 A 38 | 86.624368 88.551624 D:min 39 | 88.551624 90.444051 F 40 | 90.444051 94.298563 C 41 | 94.298563 96.260649 F 42 | 96.260649 98.187906 G 43 | 98.187906 102.065638 C:maj6 44 | 102.065638 103.992894 F 45 | 103.992894 105.943371 G 46 | 105.943371 109.577293 C:maj6 47 | 109.577293 111.446500 A:min 48 | 111.446500 113.327316 E:min 49 | 113.327316 115.231352 F:maj7 50 | 115.231352 117.344368 E:min 51 | 117.344368 119.341284 F 52 | 119.341284 121.210491 G 53 | 121.210491 124.844414 C:maj6 54 | 124.844414 126.736840 A:min 55 | 126.736840 128.629266 E:min 56 | 128.629266 130.428813 F:maj7 57 | 130.428813 133.363112 C:maj9 58 | 133.363112 137.848163 N 59 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/17_-_Her_Majesty.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.325509 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.325509 2.072947 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 4 | 2.072947 2.607006 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 5 | 2.607006 3.175895 D/7 2 1 0 1 1 0 0 0 1 0 0 1 0 0 6 | 3.175895 3.756394 D/6 2 11 0 0 1 0 0 0 1 0 0 1 0 1 7 | 3.756394 4.348503 D/5 2 9 0 0 1 0 0 0 1 0 0 1 0 0 8 | 4.348503 4.975442 E:9 4 4 0 0 1 0 1 0 1 0 1 0 0 1 9 | 4.975442 5.532721 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 10 | 5.532721 6.774988 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 11 | 6.774988 7.390317 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 12 | 7.390317 7.982426 D/7 2 1 0 1 1 0 0 0 1 0 0 1 0 0 13 | 7.982426 8.586145 D/6 2 11 0 0 1 0 0 0 1 0 0 1 0 1 14 | 8.586145 9.155034 D/5 2 9 0 0 1 0 0 0 1 0 0 1 0 0 15 | 9.155034 10.374081 E:9 4 4 0 0 1 0 1 0 1 0 1 0 0 1 16 | 10.374081 11.581519 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 17 | 11.581519 12.765736 B:min 11 11 0 0 1 0 0 0 1 0 0 0 0 1 18 | 12.765736 13.949954 B:sus2 11 11 0 1 0 0 0 0 1 0 0 0 0 1 19 | 13.949954 15.134172 D:7 2 2 1 0 1 0 0 0 1 0 0 1 0 0 20 | 15.134172 16.341609 G 7 7 0 0 1 0 0 0 0 1 0 0 0 1 21 | 16.341609 17.525827 E:dim/b3 4 7 0 0 0 0 1 0 0 1 0 0 1 0 22 | 17.525827 18.094716 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 23 | 18.094716 18.710045 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 24 | 18.710045 19.313764 E:7 4 4 0 0 1 0 1 0 0 0 1 0 0 1 25 | 19.313764 19.917482 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 26 | 19.917482 20.463151 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 27 | 20.463151 21.00882 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 28 | 21.00882 21.635759 E:7 4 4 0 0 1 0 1 0 0 0 1 0 0 1 29 | 21.635759 22.204648 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 30 | 22.204648 22.575034 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 31 | 22.575034 23.14449 A:(1) 9 9 0 0 0 0 0 0 0 0 0 1 0 0 32 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/07_-_Kansas_City-_Hey,_Hey,_Hey,_Hey.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.439592 N 2 | 0.439592 1.108536 D 3 | 1.108536 2.841419 G:7 4 | 2.841419 4.606135 C:7 5 | 4.606135 6.599499 G:7 6 | 6.599499 6.812031 C 7 | 6.812031 7.102281 C# 8 | 7.102281 8.158789 D:7 9 | 8.158789 15.298925 G 10 | 15.298925 18.956067 C 11 | 18.956067 22.589990 G 12 | 22.589990 24.401147 D 13 | 24.401147 26.189083 C 14 | 26.189083 28.202000 G 15 | 28.202000 28.461467 C 16 | 28.461467 28.800769 C# 17 | 28.800769 29.788176 D 18 | 29.788176 37.079242 G 19 | 37.079242 40.713165 C 20 | 40.713165 44.370308 G 21 | 44.370308 46.169854 D 22 | 46.169854 47.981011 C 23 | 47.981011 50.094027 G 24 | 50.094027 50.268176 C 25 | 50.268176 50.593256 C# 26 | 50.593256 51.614934 D:7 27 | 51.614934 58.882779 G 28 | 58.882779 62.493482 C 29 | 62.493482 66.150625 G 30 | 66.150625 68.019832 D 31 | 68.019832 69.830988 C 32 | 69.830988 71.632681 G 33 | 71.632681 73.499741 D 34 | 73.499741 80.802417 G 35 | 80.802417 84.447950 C 36 | 84.447950 88.105092 G 37 | 88.105092 89.904639 D 38 | 89.904639 91.750625 C 39 | 91.750625 93.567570 G 40 | 93.567570 95.419378 D:7 41 | 95.419378 102.768494 G 42 | 102.768494 106.460467 C 43 | 106.460467 110.129219 G 44 | 110.129219 111.986816 D 45 | 111.986816 113.786362 C 46 | 113.786362 115.642172 G 47 | 115.642172 115.921597 D 48 | 115.921597 116.154798 C 49 | 116.154798 116.421827 C# 50 | 116.421827 117.358642 D 51 | 117.358642 124.723496 G 52 | 124.723496 128.426544 C 53 | 128.426544 132.106906 G 54 | 132.106906 133.918063 D 55 | 133.918063 135.729219 C 56 | 135.729219 137.577061 G 57 | 137.577061 137.868975 D 58 | 137.868975 138.088131 C 59 | 138.088131 138.364684 C# 60 | 138.364684 139.397972 D 61 | 139.397972 144.682448 G 62 | 144.682448 153.469388 N 63 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/08_-_What_Goes_On.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.459543 N 2 | 0.459543 1.480839 B 3 | 1.480839 2.676666 E 4 | 2.676666 3.884104 B 5 | 3.884104 6.357029 E 6 | 6.357029 13.717755 E 7 | 13.717755 16.179070 A 8 | 16.179070 23.632675 E 9 | 23.632675 26.140430 A 10 | 26.140430 27.359478 B:sus4 11 | 27.359478 28.613356 B 12 | 28.613356 31.051451 E 13 | 31.051451 33.570816 E 14 | 33.570816 36.032131 A:min 15 | 36.032131 38.528276 E 16 | 38.528276 41.036031 A:min 17 | 41.036031 42.313129 A:min 18 | 42.313129 43.555396 B 19 | 43.555396 46.016712 E 20 | 46.016712 48.547687 B 21 | 48.547687 55.908412 E 22 | 55.908412 58.392947 A 23 | 58.392947 65.695623 E 24 | 65.695623 68.261428 A 25 | 68.261428 69.538526 B:sus4 26 | 69.538526 70.769183 B 27 | 70.769183 73.230498 E 28 | 73.230498 75.786245 E 29 | 75.786245 78.198844 A:min 30 | 78.198844 80.726329 E 31 | 80.726329 83.191859 A:min 32 | 83.191859 84.434126 A:min 33 | 84.434126 85.653174 B 34 | 85.653174 88.114489 E 35 | 88.114489 90.587414 B 36 | 90.587414 97.982970 E 37 | 97.982970 100.432675 A 38 | 100.432675 107.793401 E 39 | 107.793401 110.277936 A 40 | 110.277936 111.450544 B 41 | 111.450544 112.716031 B:7 42 | 112.716031 115.200566 E 43 | 115.200566 117.685102 E 44 | 117.685102 120.169637 A:min 45 | 120.169637 122.621302 E 46 | 122.621302 125.138707 A:min 47 | 125.138707 126.334535 A:min 48 | 126.334535 127.634852 B 49 | 127.634852 130.061337 E 50 | 130.061337 132.522653 B 51 | 132.522653 139.929818 E 52 | 139.929818 142.414353 A 53 | 142.414353 149.809909 E 54 | 149.809909 152.340884 A 55 | 152.340884 153.536712 B:sus4 56 | 153.536712 154.778979 B 57 | 154.778979 157.228684 E 58 | 157.228684 159.736439 E:7 59 | 159.736439 161.454716 E 60 | 161.454716 165.875756 E 61 | 165.875756 170.814694 N 62 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/13_-_She_Came_In_Through_The_Bathroom_Window.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.646695 E 2 | 1.646695 3.036575 E/b7 3 | 3.036575 4.441383 E/6 4 | 4.441383 5.915850 E/5 5 | 5.915850 8.899614 A 6 | 8.899614 11.860158 D 7 | 11.860158 14.867142 A 8 | 14.867142 17.734807 D 9 | 17.734807 20.672131 A 10 | 20.672131 23.621065 D 11 | 23.621065 26.570000 D 12 | 26.570000 29.530544 A 13 | 29.530544 30.272373 D:min 14 | 30.272373 31.038278 D:min/2 15 | 31.038278 31.785035 D:min/b3 16 | 31.785035 32.512644 D:min/4 17 | 32.512644 35.451632 A 18 | 35.451632 36.150690 D:min 19 | 36.150690 36.929205 D:min/b7 20 | 36.929205 37.682499 D:min/6 21 | 37.682499 38.354126 D:min/5 22 | 38.354126 41.361111 G 23 | 41.361111 42.475668 C 24 | 42.475668 43.567006 C/7 25 | 43.567006 44.263605 C/6 26 | 44.263605 47.270589 G 27 | 47.270589 48.419977 C 28 | 48.419977 51.659160 A 29 | 51.659160 54.666145 D 30 | 54.666145 57.684739 A 31 | 57.684739 60.691723 D 32 | 60.691723 63.629047 A 33 | 63.629047 66.612811 D 34 | 66.612811 69.584965 D 35 | 69.584965 72.499070 A 36 | 72.499070 75.517664 D 37 | 75.517664 78.478208 A 38 | 78.478208 81.450362 D 39 | 81.450362 84.387687 A 40 | 84.387687 87.371451 D 41 | 87.371451 90.331995 D 42 | 90.331995 93.292539 A 43 | 93.292539 94.090972 D:min 44 | 94.090972 94.800886 D:min/2 45 | 94.800886 95.524453 D:min/b3 46 | 95.524453 96.287913 D:min/4 47 | 96.287913 99.329727 A 48 | 99.329727 100.084376 D:min 49 | 100.084376 100.850634 D:min/b7 50 | 100.850634 101.524013 D:min/6 51 | 101.524013 102.255442 D:min/5 52 | 102.255442 105.262426 G 53 | 105.262426 106.376984 C 54 | 106.376984 107.479931 C/7 55 | 107.479931 108.246190 C/6 56 | 108.246190 111.241564 G 57 | 111.241564 112.379342 C 58 | 112.379342 116.781281 A 59 | 116.781281 117.733878 N 60 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/11_-_For_You_Blue.lab: -------------------------------------------------------------------------------- 1 | 0.000000 3.369980 N 2 | 3.369980 4.385034 A 3 | 4.385034 6.184580 D 4 | 6.184580 7.949297 G:7/3 5 | 7.949297 9.760453 E:7 6 | 9.760453 13.440816 A:7 7 | 13.440816 15.251972 D 8 | 15.251972 17.175407 G:7 9 | 17.175407 20.824761 D 10 | 20.824761 24.574784 G:7 11 | 24.574784 28.313197 D 12 | 28.313197 30.170793 A 13 | 30.170793 32.074829 G:7 14 | 32.074829 33.978866 D 15 | 33.978866 35.813242 A 16 | 35.813242 37.705668 D 17 | 37.705668 39.540045 G:7 18 | 39.540045 43.266848 D 19 | 43.266848 47.040090 G:7 20 | 47.040090 50.766893 D 21 | 50.766893 52.612879 A 22 | 52.612879 54.470476 G:7 23 | 54.470476 56.715224 D 24 | 56.715224 58.255328 A 25 | 58.255328 60.112925 D 26 | 60.112925 62.005351 G:7 27 | 62.005351 65.697324 D 28 | 65.697324 69.424126 G:7 29 | 69.424126 73.116099 D 30 | 73.116099 75.077783 A 31 | 75.077783 76.866122 G:7 32 | 76.866122 78.712108 D 33 | 78.712108 80.581315 A 34 | 80.581315 82.462131 D 35 | 82.462131 84.440965 G:7 36 | 84.440965 88.081360 D 37 | 88.081360 91.819773 G:7 38 | 91.819773 95.558185 D 39 | 95.558185 99.296598 A 40 | 99.296598 101.137682 D 41 | 101.137682 102.988571 A 42 | 102.988571 104.890614 D 43 | 104.890614 106.692154 G:7 44 | 106.692154 110.453786 D 45 | 110.453786 114.168979 G:7 46 | 114.168979 117.907392 D 47 | 117.907392 119.753378 A 48 | 119.753378 121.599365 G:7 49 | 121.599365 123.482945 D 50 | 123.482945 125.302947 A 51 | 125.302947 127.183764 D 52 | 127.183764 129.099410 G:7 53 | 129.099410 132.791383 D 54 | 132.791383 136.599058 G:7 55 | 136.599058 140.313695 D 56 | 140.313695 142.137414 A 57 | 142.137414 144.053061 G:7 58 | 144.053061 145.004860 D 59 | 145.004860 145.943093 G 60 | 145.943093 146.766440 A:aug 61 | 146.766440 149.447105 D 62 | 149.447105 152.737959 N 63 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/14_-_Run_For_Your_Life.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.411247 N 2 | 0.411247 8.587755 D 3 | 8.587755 11.269659 D 4 | 11.269659 13.974784 B:min 5 | 13.974784 16.691519 D 6 | 16.691519 19.396643 B:min 7 | 19.396643 20.789841 B:min 8 | 20.789841 22.136598 E 9 | 22.136598 23.494965 B:min 10 | 23.494965 24.841723 E 11 | 24.841723 26.223310 B:min 12 | 26.223310 26.896689 E:min/b3 13 | 26.896689 27.616507 F# 14 | 27.616507 30.275192 B:min 15 | 30.275192 35.685442 D 16 | 35.685442 38.390566 D 17 | 38.390566 41.118911 B:min 18 | 41.118911 43.824036 D 19 | 43.824036 46.529160 B:min 20 | 46.529160 47.899138 B:min 21 | 47.899138 49.257505 E 22 | 49.257505 50.604263 B:min 23 | 50.604263 51.962630 E 24 | 51.962630 53.367437 B:min 25 | 53.367437 54.017596 E:min/b3 26 | 54.017596 54.690975 F# 27 | 54.690975 57.396099 B:min 28 | 57.396099 62.899229 D:maj6 29 | 62.899229 65.534693 G 30 | 65.534693 68.204988 D 31 | 68.204988 70.956553 A 32 | 70.956553 73.684897 D 33 | 73.684897 76.378412 D 34 | 76.378412 79.095147 B:min 35 | 79.095147 81.811882 D 36 | 81.811882 84.563446 B:min 37 | 84.563446 85.945034 B:min 38 | 85.945034 87.291791 E 39 | 87.291791 88.673378 B:min 40 | 88.673378 90.054965 E 41 | 90.054965 91.401723 B:min 42 | 91.401723 92.075102 E:min/b3 43 | 92.075102 92.771700 F# 44 | 92.771700 95.476825 B:min 45 | 95.476825 100.927059 D 46 | 100.927059 103.580589 D 47 | 103.580589 106.262494 B:min 48 | 106.262494 109.002448 D 49 | 109.002448 111.730793 B:min 50 | 111.730793 113.112380 B:min 51 | 113.112380 114.482358 E 52 | 114.482358 115.829115 B:min 53 | 115.829115 117.210702 E 54 | 117.210702 118.603900 B:min 55 | 118.603900 119.277278 E:min/b3 56 | 119.277278 119.962267 F# 57 | 119.962267 122.690612 B:min 58 | 122.690612 137.250077 D 59 | 137.250077 138.684082 N 60 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/13_-_There's_A_Place.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.492180 N 2 | 0.492180 0.942239 B 3 | 0.942239 2.521195 E:maj7 4 | 2.521195 4.193032 A 5 | 4.193032 5.795209 E:maj7 6 | 5.795209 8.291354 A 7 | 8.291354 9.162102 B 8 | 9.162102 10.752669 E 9 | 10.752669 12.447726 A 10 | 12.447726 14.073123 E 11 | 14.073123 15.791400 A 12 | 15.791400 17.463236 E 13 | 17.463236 19.123463 C#:min 14 | 19.123463 22.536738 B 15 | 22.536738 24.240876 G#:min 16 | 24.240876 25.892080 A 17 | 25.892080 27.591708 E:maj7 18 | 27.591708 28.434203 A 19 | 28.434203 29.238402 F#:min 20 | 29.238402 33.438565 C#:min 21 | 33.438565 34.355753 B 22 | 34.355753 35.992760 E 23 | 35.992760 37.722647 A 24 | 37.722647 39.417703 E 25 | 39.417703 41.112760 A 26 | 41.112760 42.794911 E 27 | 42.794911 44.479654 C#:min 28 | 44.479654 47.881377 B 29 | 47.881377 51.294710 A 30 | 51.294710 54.626774 B 31 | 54.626774 56.321830 C#:min 32 | 56.321830 58.063327 F# 33 | 58.063327 59.797990 E 34 | 59.797990 61.511490 G# 35 | 61.511490 63.244560 C#:min 36 | 63.244560 64.936434 F# 37 | 64.936434 66.671982 E 38 | 66.671982 68.396207 G# 39 | 68.396207 70.996842 C#:min 40 | 70.996842 71.902420 B 41 | 71.902420 73.641713 E 42 | 73.641713 75.373803 A 43 | 75.373803 77.080470 E 44 | 77.080470 78.798746 A 45 | 78.798746 80.493803 E 46 | 80.493803 82.188860 C#:min 47 | 82.188860 85.704708 B 48 | 85.704708 87.389697 G#:min 49 | 87.389697 89.151278 A 50 | 89.151278 90.817120 E:maj7 51 | 90.817120 91.736205 A 52 | 91.736205 92.559552 F#:min 53 | 92.559552 95.134376 C#:min 54 | 95.134376 96.004733 B 55 | 96.004733 97.710260 E 56 | 97.710260 99.360016 A 57 | 99.360016 101.008633 E 58 | 101.008633 102.657250 A 59 | 102.657250 104.282647 E 60 | 104.282647 105.931263 A 61 | 105.931263 107.626320 E 62 | 107.626320 112.875102 N 63 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/12_-_You_Can't_Do_That.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 4.058253 G 3 | 4.058253 7.796666 G:7 4 | 7.796666 15.157392 G:7 5 | 15.157392 18.895804 C:7 6 | 18.895804 22.645827 G:7 7 | 22.645827 24.213174 D:7 8 | 24.213174 26.233310 C:7 9 | 26.233310 28.090907 G:7 10 | 28.090907 29.925283 D:7 11 | 29.925283 37.390498 G:7 12 | 37.390498 41.140521 C:7 13 | 41.140521 44.890544 G:7 14 | 44.890544 46.666870 D:7 15 | 46.666870 48.512857 C:7 16 | 48.512857 52.181609 G:7 17 | 52.181609 54.050816 B 18 | 54.050816 55.920022 E:min 19 | 55.920022 56.848820 A:min 20 | 56.848820 57.789229 B:min 21 | 57.789229 59.635215 G 22 | 59.635215 61.446371 B 23 | 61.446371 63.373628 E:min 24 | 63.373628 65.266054 A:min 25 | 65.266054 66.043922 B:min 26 | 66.043922 67.204920 D 27 | 67.204920 74.646916 G:7 28 | 74.646916 78.396938 C:7 29 | 78.396938 82.123741 G:7 30 | 82.123741 83.923287 D:7 31 | 83.923287 85.780884 C:7 32 | 85.780884 87.619469 G:7 33 | 87.619469 89.461247 D:7 34 | 89.461247 96.984512 G:7 35 | 96.984512 100.641655 C:7 36 | 100.641655 104.345238 G:7 37 | 104.345238 106.214444 D:7 38 | 106.214444 108.095260 C:7 39 | 108.095260 111.775623 G:7 40 | 111.775623 113.714489 B 41 | 113.714489 115.498391 E:min 42 | 115.498391 116.512494 A:min 43 | 116.512494 117.441292 B:min 44 | 117.441292 119.310498 G 45 | 119.310498 121.191315 B 46 | 121.191315 123.141791 E:min 47 | 123.141791 125.022607 A:min 48 | 125.022607 125.742426 B:min 49 | 125.742426 126.984693 D 50 | 126.984693 134.542789 G:7 51 | 134.542789 138.304421 C:7 52 | 138.304421 142.077664 G:7 53 | 142.077664 143.865600 D:7 54 | 143.865600 145.804467 C:7 55 | 145.804467 148.528020 G 56 | 148.528020 149.090090 F 57 | 149.090090 150.423634 F# 58 | 150.423634 152.817085 G 59 | 152.817085 157.648980 N 60 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/01_-_I_Saw_Her_Standing_There.lab: -------------------------------------------------------------------------------- 1 | 0.000000 2.612267 N 2 | 2.612267 11.459070 E 3 | 11.459070 12.921927 A 4 | 12.921927 17.443474 E 5 | 17.443474 20.410362 B 6 | 20.410362 21.908049 E 7 | 21.908049 23.370907 E:7/3 8 | 23.370907 24.856984 A 9 | 24.856984 26.343061 A:min/b3 10 | 26.343061 27.840748 E 11 | 27.840748 29.350045 B 12 | 29.350045 35.305963 E 13 | 35.305963 36.803650 A 14 | 36.803650 41.263102 E 15 | 41.263102 44.245646 B 16 | 44.245646 45.720113 E 17 | 45.720113 47.206190 E:7/3 18 | 47.206190 48.692267 A 19 | 48.692267 50.155124 A:min/b3 20 | 50.155124 51.652811 E 21 | 51.652811 53.138888 B 22 | 53.138888 56.111043 E 23 | 56.111043 65.131995 A 24 | 65.131995 68.150589 B 25 | 68.150589 71.192403 A 26 | 71.192403 74.199387 E 27 | 74.199387 75.697074 A 28 | 75.697074 80.236575 E 29 | 80.236575 83.208730 B 30 | 83.208730 86.221693 E 31 | 86.221693 87.736621 A 32 | 87.736621 89.257528 A:min/b3 33 | 89.257528 90.720385 E 34 | 90.720385 92.157453 B 35 | 92.157453 104.106689 E 36 | 104.106689 107.125283 B 37 | 107.125283 110.178707 E 38 | 110.178707 113.124087 A 39 | 113.124087 114.613718 E 40 | 114.613718 116.099795 B 41 | 116.099795 118.944961 E 42 | 118.944961 128.046462 A 43 | 128.046462 131.053446 B 44 | 131.053446 134.037210 A 45 | 134.037210 137.044195 E 46 | 137.044195 138.475524 A 47 | 138.475524 143.058163 E 48 | 143.058163 146.041927 B 49 | 146.041927 147.551224 E 50 | 147.551224 149.060521 E:7/3 51 | 149.060521 150.511768 A 52 | 150.511768 152.021065 A:min/b3 53 | 152.021065 153.530362 E 54 | 153.530362 155.062879 B 55 | 155.062879 159.532721 E 56 | 159.532721 161.065238 B 57 | 161.065238 165.581519 E 58 | 165.581519 167.114036 B 59 | 167.114036 168.646553 A 60 | 168.646553 169.737409 E 61 | 169.737409 171.687173 E:9 62 | 171.687173 175.804082 N 63 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/09_-_It's_Only_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.459543 N 2 | 0.459543 2.490907 C 3 | 2.490907 4.534263 A:min 4 | 4.534263 6.612448 C 5 | 6.612448 8.725464 A:min 6 | 8.725464 9.770362 C 7 | 9.770362 10.884920 E:min/5 8 | 10.884920 11.918208 Bb 9 | 11.918208 12.963106 F 10 | 12.963106 15.064512 G 11 | 15.064512 17.165918 G:aug 12 | 17.165918 18.280476 C 13 | 18.280476 19.325374 E:min/5 14 | 19.325374 20.416712 Bb 15 | 20.416712 21.496439 F 16 | 21.496439 23.563015 G 17 | 23.563015 25.687641 G:aug 18 | 25.687641 27.800657 F 19 | 27.800657 29.948503 G 20 | 29.948503 32.084739 C 21 | 32.084739 34.197755 A:min 22 | 34.197755 36.322380 Bb 23 | 36.322380 38.481836 G 24 | 38.481836 40.606462 C 25 | 40.606462 42.754308 A:min 26 | 42.754308 44.820884 Bb 27 | 44.820884 46.957120 G 28 | 46.957120 49.081746 F 29 | 49.081746 51.241201 G 30 | 51.241201 52.320929 C 31 | 52.320929 53.400657 E:min/5 32 | 53.400657 54.433945 Bb 33 | 54.433945 55.478843 F 34 | 55.478843 57.557029 G 35 | 57.557029 59.658435 G:aug 36 | 59.658435 60.738163 C 37 | 60.738163 61.806281 E:min/5 38 | 61.806281 62.874399 Bb 39 | 62.874399 63.919297 F 40 | 63.919297 66.032312 G 41 | 66.032312 68.156938 G:aug 42 | 68.156938 70.246734 F 43 | 70.246734 72.417800 G 44 | 72.417800 74.542426 C 45 | 74.542426 76.678662 A:min 46 | 76.678662 78.780068 Bb 47 | 78.780068 80.916303 G 48 | 80.916303 82.971269 C 49 | 82.971269 85.142335 A:min 50 | 85.142335 87.243741 Bb 51 | 87.243741 89.379977 G 52 | 89.379977 91.539433 F 53 | 91.539433 93.617619 G 54 | 93.617619 95.788684 F 55 | 95.788684 97.878480 G 56 | 97.878480 100.037936 C 57 | 100.037936 102.092902 A:min 58 | 102.092902 104.229138 C 59 | 104.229138 106.330544 A:min 60 | 106.330544 108.431950 C 61 | 108.431950 110.544965 A:min 62 | 110.544965 115.019700 C 63 | 115.019700 118.804898 N 64 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/10_-_You_Really_Got_A_Hold_On_Me.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 2.054309 E 3 | 2.054309 5.038074 A 4 | 5.038074 8.010228 F#:min 5 | 8.010228 10.982382 A 6 | 10.982382 13.977756 F#:min 7 | 13.977756 20.096214 A 8 | 20.096214 26.226282 F#:min 9 | 26.226282 29.291316 A 10 | 29.291316 32.367960 D 11 | 32.367960 33.865647 B:7 12 | 33.865647 35.421384 E 13 | 35.421384 41.621112 A 14 | 41.621112 47.867280 F#:min 15 | 47.867280 54.148278 A 16 | 54.148278 60.394445 F#:min 17 | 60.394445 63.540749 A 18 | 63.540749 66.640613 D 19 | 66.640613 68.219570 B:7 20 | 68.219570 69.786917 E 21 | 69.786917 76.079525 A 22 | 76.079525 82.290863 F#:min 23 | 82.290863 85.437167 A 24 | 85.437167 88.583470 D 25 | 88.583470 90.185647 A 26 | 90.185647 91.834264 A 27 | 91.834264 93.575761 A 28 | 93.575761 97.395443 E 29 | 97.395443 98.974002 A 30 | 98.974002 99.821928 F#:min 31 | 99.821928 100.599797 A/5 32 | 100.599797 101.389275 F#:min 33 | 101.389275 102.085874 E 34 | 102.085874 103.606781 A 35 | 103.606781 105.127688 A 36 | 105.127688 105.893947 F#:sus4 37 | 105.893947 106.648595 A/5 38 | 106.648595 107.426464 F#:min 39 | 107.426464 108.215942 E 40 | 108.215942 109.748459 A 41 | 109.748459 115.983017 A 42 | 115.983017 122.322065 F#:min 43 | 122.322065 125.479978 A 44 | 125.479978 128.637892 D 45 | 128.637892 130.263289 B:7 46 | 130.263289 131.830636 E 47 | 131.830636 138.216123 A 48 | 138.216123 144.613221 F#:min 49 | 144.613221 147.817575 A 50 | 147.817575 150.987099 D 51 | 150.987099 152.600885 A 52 | 152.600885 154.307552 A 53 | 154.307552 155.944559 A 54 | 155.944559 159.717801 E 55 | 159.717801 166.184559 A 56 | 166.184559 172.523606 F#:min 57 | 172.523606 172.749748 A 58 | 172.749748 173.994343 N 59 | 173.994343 175.623470 A 60 | 175.623470 178.781246 A:9 61 | 178.781246 182.909388 N 62 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/05_-_Little_Child.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.497838 N 2 | 0.497838 2.106237 E 3 | 2.106237 3.638524 A 4 | 3.638524 6.726778 E:9 5 | 6.726778 10.755440 E 6 | 10.755440 11.521699 A 7 | 11.521699 13.147096 E 8 | 13.147096 14.737663 B 9 | 14.737663 16.305010 A 10 | 16.305010 17.942016 F#:9 11 | 17.942016 19.532583 B 12 | 19.532583 23.526415 E 13 | 23.526415 24.304284 A 14 | 24.304284 25.860021 E 15 | 25.860021 27.485418 B 16 | 27.485418 29.064375 A 17 | 29.064375 29.888683 F#:9 18 | 29.888683 30.654941 B 19 | 30.654941 32.233898 E 20 | 32.233898 33.836075 E 21 | 33.836075 35.391812 B 22 | 35.391812 36.959159 E 23 | 36.959159 38.514896 E 24 | 38.514896 40.105463 F# 25 | 40.105463 41.730860 B 26 | 41.730860 45.713082 E 27 | 45.713082 46.490951 A 28 | 46.490951 48.081517 E 29 | 48.081517 49.672084 B 30 | 49.672084 51.262651 A 31 | 51.262651 52.086617 F#:9 32 | 52.086617 52.841608 B 33 | 52.841608 54.316075 E 34 | 54.316075 60.631903 E 35 | 60.631903 63.696937 A 36 | 63.696937 66.854851 E 37 | 66.854851 68.387368 B 38 | 68.387368 69.989545 A 39 | 69.989545 71.522062 F# 40 | 71.522062 73.089409 B 41 | 73.089409 74.661650 E 42 | 74.661650 76.282152 B 43 | 76.282152 79.558324 E 44 | 79.558324 81.088683 F# 45 | 81.088683 82.736828 B 46 | 82.736828 86.661472 E 47 | 86.661472 87.474170 A 48 | 87.474170 89.053127 E 49 | 89.053127 90.666914 B 50 | 90.666914 92.253191 A 51 | 92.253191 93.095686 F# 52 | 93.095686 93.842443 B 53 | 93.842443 94.570052 E 54 | 94.570052 95.412547 C# 55 | 95.412547 96.178451 F# 56 | 96.178451 96.901472 B 57 | 96.901472 97.734522 E 58 | 97.734522 98.503649 C# 59 | 98.503649 99.266331 F# 60 | 99.266331 100.094216 B 61 | 100.094216 100.836435 E 62 | 100.836435 101.684783 C# 63 | 101.684783 102.520701 F# 64 | 102.520701 103.263740 B 65 | 103.263740 104.417038 E 66 | 104.417038 108.016327 N 67 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/05_-_Think_For_Yourself.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 3.512585 G 3 | 3.512585 3.791224 G 4 | 3.791224 4.093083 G# 5 | 4.093083 5.915850 A:min 6 | 5.915850 7.773446 D:min 7 | 7.773446 9.619433 Bb 8 | 9.619433 11.453809 C 9 | 11.453809 15.122562 G 10 | 15.122562 16.956938 A:min 11 | 16.956938 18.826145 D:min 12 | 18.826145 20.683741 Bb 13 | 20.683741 22.529727 C 14 | 22.529727 24.364104 G 15 | 24.364104 26.244920 A:min 16 | 26.244920 29.902063 C 17 | 29.902063 33.524376 G 18 | 33.524376 35.300702 Eb/5 19 | 35.300702 37.123469 D 20 | 37.123469 40.827052 G 21 | 40.827052 42.684648 A:min 22 | 42.684648 44.507414 D:min 23 | 44.507414 46.376621 Bb 24 | 46.376621 48.199387 C 25 | 48.199387 51.937800 G 26 | 51.937800 53.818616 A:min 27 | 53.818616 55.711043 D:min 28 | 55.711043 57.580249 Bb 29 | 57.580249 59.449455 C 30 | 59.449455 61.330272 G 31 | 61.330272 63.222698 A:min 32 | 63.222698 66.891451 C 33 | 66.891451 70.548594 G 34 | 70.548594 72.336530 Eb/5 35 | 72.336530 74.170907 D 36 | 74.170907 77.886099 G 37 | 77.886099 79.708866 A:min 38 | 79.708866 81.589682 D:min 39 | 81.589682 83.400839 Bb 40 | 83.400839 85.293265 C 41 | 85.293265 89.031678 G 42 | 89.031678 90.877664 A:min 43 | 90.877664 92.770090 D:min 44 | 92.770090 94.616077 Bb 45 | 94.616077 96.520113 C 46 | 96.520113 98.412539 G 47 | 98.412539 100.316575 A:min 48 | 100.316575 104.054988 C 49 | 104.054988 107.654081 G 50 | 107.654081 109.453628 Eb/5 51 | 109.453628 111.276394 D 52 | 111.276394 114.945147 G 53 | 114.945147 118.602290 C 54 | 118.602290 122.224603 G 55 | 122.224603 124.058979 Eb/5 56 | 124.058979 125.916575 D 57 | 125.916575 127.752862 C:7 58 | 127.752862 129.550498 G 59 | 129.550498 131.373265 Eb/5 60 | 131.373265 133.196031 D 61 | 133.196031 135.018798 C:7 62 | 135.018798 136.400385 G 63 | 136.400385 139.337143 N 64 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/12_-_I've_Just_Seen_a_Face.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 1.455218 A 3 | 1.455218 5.579160 F#:min 4 | 5.579160 6.589229 D 5 | 6.589229 7.599297 G:maj6/5 6 | 7.599297 9.654263 D 7 | 9.654263 10.641111 E/5 8 | 10.641111 11.627959 D/5 9 | 11.627959 15.668231 A 10 | 15.668231 19.731723 F#:min 11 | 19.731723 21.798299 D 12 | 21.798299 22.761927 E 13 | 22.761927 23.783605 A 14 | 23.783605 27.765827 A 15 | 27.765827 31.759659 F#:min 16 | 31.759659 33.814625 D 17 | 33.814625 34.789863 E 18 | 34.789863 35.730272 A 19 | 35.730272 37.738798 E 20 | 37.738798 39.724104 D 21 | 39.724104 40.722562 A 22 | 40.722562 41.709410 D 23 | 41.709410 43.706326 A 24 | 43.706326 47.769818 A 25 | 47.769818 51.740430 F#:min 26 | 51.740430 53.783786 D 27 | 53.783786 54.685578 E 28 | 54.685578 55.711043 A 29 | 55.711043 57.707959 E 30 | 57.707959 59.704875 D 31 | 59.704875 60.656893 A 32 | 60.656893 61.655351 D 33 | 61.655351 63.617437 A 34 | 63.617437 67.622879 A 35 | 67.622879 71.593492 F#:min 36 | 71.593492 73.578798 D 37 | 73.578798 74.530816 E 38 | 74.530816 75.540884 A 39 | 75.540884 77.537800 E 40 | 77.537800 79.546326 D 41 | 79.546326 80.556394 A 42 | 80.556394 81.531632 D 43 | 81.531632 83.516938 A 44 | 83.516938 87.464331 A 45 | 87.464331 91.446553 F#:min 46 | 91.446553 93.466689 D 47 | 93.466689 94.488367 E 48 | 94.488367 95.451995 A 49 | 95.451995 97.425691 E 50 | 97.425691 99.445827 D 51 | 99.445827 100.421065 A 52 | 100.421065 101.442743 D 53 | 101.442743 103.381609 A 54 | 103.381609 105.343696 E 55 | 105.343696 107.363832 D 56 | 107.363832 108.362290 A 57 | 108.362290 109.349138 D 58 | 109.349138 111.299614 A 59 | 111.299614 113.273310 E 60 | 113.273310 115.247006 D 61 | 115.247006 116.280294 A 62 | 116.280294 118.236499 D 63 | 118.236499 119.275668 E 64 | 119.275668 123.176583 A 65 | 123.176583 127.190204 N 66 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/10_-_Honey_Don't.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 1.900495 E/5 3 | 1.900495 3.398182 E/#4 4 | 3.398182 4.837819 E/4 5 | 4.837819 7.659045 E 6 | 7.659045 10.526708 E 7 | 10.526708 13.405983 C 8 | 13.405983 16.320087 E 9 | 16.320087 19.199361 C 10 | 19.199361 22.125076 B:9 11 | 22.125076 25.015960 E 12 | 25.015960 30.820949 E 13 | 30.820949 33.711833 A 14 | 33.711833 36.625937 E 15 | 36.625937 39.516821 B:9 16 | 39.516821 42.407706 E 17 | 42.407706 45.368251 E 18 | 45.368251 48.259135 C 19 | 48.259135 51.138410 E 20 | 51.138410 54.075733 C 21 | 54.075733 57.001447 B:9 22 | 57.001447 59.927161 E 23 | 59.927161 65.836641 E 24 | 65.836641 68.715914 A 25 | 68.715914 71.630020 E 26 | 71.630020 74.590564 B:9 27 | 74.590564 77.504667 E 28 | 77.504667 80.465211 E 29 | 80.465211 83.390927 C 30 | 83.390927 86.339861 E 31 | 86.339861 88.021569 C 32 | 88.021569 89.277185 B 33 | 89.277185 92.226118 E 34 | 92.226118 95.186663 E 35 | 95.186663 98.135598 A 36 | 98.135598 101.084531 E 37 | 101.084531 104.068296 B:9 38 | 104.068296 106.959181 E 39 | 106.959181 109.931335 E 40 | 109.931335 112.880268 C 41 | 112.880268 115.829202 E 42 | 115.829202 118.801356 C 43 | 118.801356 121.738681 B:9 44 | 121.738681 124.722446 E 45 | 124.722446 127.694600 E 46 | 127.694600 130.620314 E 47 | 130.620314 133.546029 A 48 | 133.546029 136.564623 E 49 | 136.564623 139.525167 B:9 50 | 139.525167 142.508930 E 51 | 142.508930 145.504304 E 52 | 145.504304 148.406800 C 53 | 148.406800 151.367344 E 54 | 151.367344 152.663904 C 55 | 152.663904 154.293058 B:9 56 | 154.293058 157.265211 E 57 | 157.265211 160.190926 E 58 | 160.190926 163.151470 A 59 | 163.151470 166.112014 E 60 | 166.112014 169.060948 B:9 61 | 169.060948 170.624363 E 62 | 170.624363 171.232014 B:7 63 | 171.232014 171.677482 E 64 | 171.677482 176.119728 E 65 | 176.119728 179.617959 N 66 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/12_-_A_Taste_Of_Honey.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.478690 N 2 | 0.478690 4.327360 F#:min 3 | 4.327360 6.242121 A 4 | 6.242121 8.195178 E 5 | 8.195178 15.102697 F#:min 6 | 15.102697 16.913854 F#:min 7 | 16.913854 18.678570 F#:minmaj7 8 | 18.678570 20.478117 F#:min7 9 | 20.478117 22.312493 B 10 | 22.312493 24.112040 F#:min 11 | 24.112040 25.923196 F#:minmaj7 12 | 25.923196 27.745962 F#:min7 13 | 27.745962 29.580339 B 14 | 29.580339 33.167822 F#:min 15 | 33.167822 34.990588 A 16 | 34.990588 36.732085 E 17 | 36.732085 37.927913 F#:min 18 | 37.927913 38.578071 B:min 19 | 38.578071 40.296348 F#:min 20 | 40.296348 41.248366 F#:min 21 | 41.248366 42.072674 B:min 22 | 42.072674 43.802561 F#:min 23 | 43.802561 46.066507 A 24 | 46.066507 48.249182 B 25 | 48.249182 50.431858 F#:min 26 | 50.431858 52.626144 B 27 | 52.626144 54.808820 A 28 | 54.808820 56.991495 E 29 | 56.991495 63.887822 F#:min 30 | 63.887822 65.687368 F#:min 31 | 65.687368 67.486915 F#:minmaj7 32 | 67.486915 69.286461 F#:min7 33 | 69.286461 71.097618 B 34 | 71.097618 72.931994 F#:min 35 | 72.931994 74.731541 F#:minmaj7 36 | 74.731541 76.542697 F#:min7 37 | 76.542697 78.330634 B 38 | 78.330634 81.929727 F#:min 39 | 81.929727 83.752493 A 40 | 83.752493 85.505600 E 41 | 85.505600 86.480838 F#:min 42 | 86.480838 87.305146 B:min 43 | 87.305146 89.035033 F#:min 44 | 89.035033 90.056711 F#:min 45 | 90.056711 90.822969 B:min 46 | 90.822969 92.529636 F#:min 47 | 92.529636 94.781971 A 48 | 94.781971 97.034307 B 49 | 97.034307 99.263423 F#:min 50 | 99.263423 101.446098 B 51 | 101.446098 106.206189 A 52 | 106.206189 111.477119 E 53 | 111.477119 112.533627 F#:min 54 | 112.533627 113.044466 B:min 55 | 113.044466 113.989991 F#:min 56 | 113.989991 114.621863 B:min 57 | 114.621863 115.598391 F#:min 58 | 115.598391 116.295259 B:min 59 | 116.295259 120.346998 F# 60 | 120.346998 125.152653 N 61 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/05_-_Help!/08_-_Act_Naturally.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 0.765904 G:(1) 3 | 0.765904 1.053119 G:(7) 4 | 1.053119 1.446009 G:(6) 5 | 1.446009 2.583786 D 6 | 2.583786 3.826054 D:7 7 | 3.826054 6.415079 G 8 | 6.415079 8.934444 G 9 | 8.934444 11.465419 C 10 | 11.465419 14.054444 G 11 | 14.054444 16.608639 D 12 | 16.608639 19.151224 G 13 | 19.151224 21.740249 C 14 | 21.740249 24.317664 D 15 | 24.317664 25.606371 G 16 | 25.606371 26.068170 G 17 | 26.068170 26.921541 N 18 | 26.921541 29.530544 D 19 | 29.530544 32.096349 G 20 | 32.096349 34.673764 D 21 | 34.673764 37.216349 G 22 | 37.216349 39.816984 D 23 | 39.816984 42.394399 G 24 | 42.394399 44.983424 A 25 | 44.983424 47.560839 D 26 | 47.560839 50.173083 G 27 | 50.173083 52.715668 C 28 | 52.715668 55.304693 G 29 | 55.304693 57.893718 D 30 | 57.893718 60.436303 G 31 | 60.436303 63.071768 C 32 | 63.071768 65.672403 D 33 | 65.672403 66.984331 G 34 | 66.984331 68.249818 G 35 | 68.249818 70.838843 D 36 | 70.838843 73.393038 G 37 | 73.393038 75.958843 D 38 | 75.958843 78.513038 G 39 | 78.513038 81.090453 G 40 | 81.090453 83.656258 C 41 | 83.656258 86.303333 G 42 | 86.303333 88.892358 D 43 | 88.892358 91.527823 G 44 | 91.527823 94.093628 C 45 | 94.093628 96.694263 D 46 | 96.694263 98.384342 G 47 | 98.384342 99.294897 N 48 | 99.294897 101.883922 D 49 | 101.883922 104.507777 G 50 | 104.507777 107.085192 D 51 | 107.085192 109.697437 G 52 | 109.697437 112.240022 D 53 | 112.240022 114.852267 G 54 | 114.852267 117.441292 A 55 | 117.441292 120.065147 D 56 | 120.065147 122.654172 G 57 | 122.654172 125.219977 C 58 | 125.219977 127.785782 G 59 | 127.785782 130.386417 D 60 | 130.386417 132.998662 G 61 | 132.998662 135.610907 C 62 | 135.610907 138.211541 D 63 | 138.211541 140.823786 G 64 | 140.823786 143.447641 D 65 | 143.447641 144.806009 G 66 | 144.806009 148.508872 G 67 | 148.508872 153.182041 N 68 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/05_-_And_I_Love_Her.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 1.213809 N 3 | 1.213809 5.137981 F#:min 4 | 5.137981 9.224693 E 5 | 9.224693 11.244829 F#:min 6 | 11.244829 13.276575 C#:min 7 | 13.276575 15.343151 F#:min 8 | 15.343151 17.398117 C#:min 9 | 17.398117 19.476303 F#:min 10 | 19.476303 21.577709 C#:min 11 | 21.577709 23.621065 A 12 | 23.621065 25.676031 B 13 | 25.676031 29.878843 E 14 | 29.878843 31.968639 F#:min 15 | 31.968639 34.000385 C#:min 16 | 34.000385 36.101791 F#:min 17 | 36.101791 38.203197 C#:min 18 | 38.203197 40.292993 F#:min 19 | 40.292993 42.359569 C#:min 20 | 42.359569 44.484195 A 21 | 44.484195 46.573990 B 22 | 46.573990 50.800022 E 23 | 50.800022 52.947868 C#:min 24 | 52.947868 55.072494 B 25 | 55.072494 57.150680 C#:min 26 | 57.150680 59.286916 G#:min 27 | 59.286916 61.330272 C#:min 28 | 61.330272 63.420068 G#:min 29 | 63.420068 67.646099 B 30 | 67.646099 69.805555 F#:min 31 | 69.805555 71.930181 C#:min 32 | 71.930181 73.996757 F#:min 33 | 73.996757 76.109773 C#:min 34 | 76.109773 78.234399 F#:min 35 | 78.234399 80.347414 C#:min 36 | 80.347414 82.472040 A 37 | 82.472040 84.585056 B 38 | 84.585056 88.787868 E 39 | 88.787868 90.958934 G:min 40 | 90.958934 92.979070 D:min 41 | 92.979070 95.184965 G:min 42 | 95.184965 97.286371 D:min 43 | 97.286371 99.422607 G:min 44 | 99.422607 101.535623 D:min 45 | 101.535623 103.683469 Bb 46 | 103.683469 105.808095 C 47 | 105.808095 110.080566 F 48 | 110.080566 112.228412 G:min 49 | 112.228412 114.306598 D:min 50 | 114.306598 116.454444 G:min 51 | 116.454444 118.532630 D:min 52 | 118.532630 120.657256 G:min 53 | 120.657256 122.735442 D:min 54 | 122.735442 124.906507 Bb 55 | 124.906507 127.031133 C 56 | 127.031133 131.280385 F 57 | 131.280385 135.622517 G:min 58 | 135.622517 139.813718 F 59 | 139.813718 144.121020 G:min 60 | 144.121020 147.149392 D 61 | 147.149392 151.092245 N 62 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/11_-_I_Wanna_Be_Your_Man.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.421247 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.421247 1.256247 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 | 1.256247 21.840737 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 5 | 21.840737 23.048174 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 6 | 23.048174 24.290442 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 7 | 24.290442 25.47466 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 8 | 25.47466 26.682097 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 9 | 26.682097 27.877925 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 10 | 27.877925 29.073753 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 11 | 29.073753 29.372436 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 12 | 29.372436 31.546678 D:maj/2 2 4 0 0 1 0 1 0 1 0 0 1 0 0 13 | 31.546678 52.293707 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 14 | 52.293707 53.466315 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 15 | 53.466315 54.720192 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 16 | 54.720192 55.93924 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 17 | 55.93924 57.158288 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 18 | 57.158288 58.365725 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 19 | 58.365725 59.584773 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 20 | 59.584773 59.893728 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 21 | 59.893728 62.022868 D:maj/2 2 4 0 0 1 0 1 0 1 0 0 1 0 0 22 | 62.022868 76.264935 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 23 | 76.264935 96.71348 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 24 | 96.71348 97.944138 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 25 | 97.944138 99.163186 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 26 | 99.163186 100.393843 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 27 | 100.393843 101.578061 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 28 | 101.578061 102.808719 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 29 | 102.808719 103.969716 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 30 | 103.969716 104.277891 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 31 | 104.277891 106.454251 D:maj/2 2 4 0 0 1 0 1 0 1 0 0 1 0 0 32 | 106.454251 114.158058 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 33 | 114.158058 118.987755 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/14_-_Golden_Slumbers.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.382952 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.382952 6.337859 A:min7 9 9 1 0 0 0 1 0 0 1 0 1 0 0 4 | 6.337859 9.330793 A:min7 9 9 1 0 0 0 1 0 0 1 0 1 0 0 5 | 9.330793 15.159002 D:min 2 2 0 0 1 0 0 1 0 0 0 1 0 0 6 | 15.159002 21.16136 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 7 | 21.16136 22.635827 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 8 | 22.635827 24.029024 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 9 | 24.029024 25.573151 A:min 9 9 1 0 0 0 1 0 0 0 0 1 0 0 10 | 25.573151 28.568526 D:min9 2 2 1 0 1 0 1 1 0 0 0 1 0 0 11 | 28.568526 31.62195 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 12 | 31.62195 34.524444 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 13 | 34.524444 37.461768 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 14 | 37.461768 40.352653 F:maj7 5 5 1 0 0 0 1 1 0 0 0 1 0 0 15 | 40.352653 43.208707 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 16 | 43.208707 46.064761 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 17 | 46.064761 48.885986 F:maj7 5 5 1 0 0 0 1 1 0 0 0 1 0 0 18 | 48.885986 50.325623 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 19 | 50.325623 51.80009 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 20 | 51.80009 53.297777 A:min 9 9 1 0 0 0 1 0 0 0 0 1 0 0 21 | 53.297777 56.211882 D:min9 2 2 1 0 1 0 1 1 0 0 0 1 0 0 22 | 56.211882 59.230476 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 23 | 59.230476 62.22585 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 24 | 62.22585 65.267664 A:min7 9 9 1 0 0 0 1 0 0 1 0 1 0 0 25 | 65.267664 68.228208 A:min7 9 9 1 0 0 0 1 0 0 1 0 1 0 0 26 | 68.228208 74.149297 D:min 2 2 0 0 1 0 0 1 0 0 0 1 0 0 27 | 74.149297 80.047165 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 28 | 80.047165 81.556462 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 29 | 81.556462 82.949659 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 30 | 82.949659 84.366077 A:min 9 9 1 0 0 0 1 0 0 0 0 1 0 0 31 | 84.366077 87.268571 D:min9 2 2 1 0 1 0 1 1 0 0 0 1 0 0 32 | 87.268571 90.182675 G:7 7 7 0 0 1 0 0 1 0 1 0 0 0 1 33 | 90.182675 91.585306 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 34 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/12_-_Polythene_Pam.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.014823 D/2 2 | 1.014823 1.701428 A/5 3 | 1.701428 3.326825 E 4 | 3.326825 4.081473 D/2 5 | 4.081473 4.778072 A/5 6 | 4.778072 6.287369 E 7 | 6.287369 7.007188 D 8 | 7.007188 7.564467 A 9 | 7.564467 9.155034 E 10 | 9.155034 9.874852 D 11 | 9.874852 10.397301 A 12 | 10.397301 11.976258 E 13 | 11.976258 13.415895 G 14 | 13.415895 14.843922 B 15 | 14.843922 15.575351 C 16 | 15.575351 16.121020 D 17 | 16.121020 17.723197 E 18 | 17.723197 18.454625 C 19 | 18.454625 19.000294 D 20 | 19.000294 20.590861 E 21 | 20.590861 21.345510 D/2 22 | 21.345510 22.065328 A/5 23 | 22.065328 23.539795 E 24 | 23.539795 24.259614 D/2 25 | 24.259614 25.025873 A/5 26 | 25.025873 26.535170 E 27 | 26.535170 27.231768 D 28 | 27.231768 27.789047 A 29 | 27.789047 29.426054 E 30 | 29.426054 30.134263 D 31 | 30.134263 30.679931 A 32 | 30.679931 32.258888 E 33 | 32.258888 33.675306 G 34 | 33.675306 35.091723 B 35 | 35.091723 35.823151 C 36 | 35.823151 36.368820 D 37 | 36.368820 37.994217 E 38 | 37.994217 38.714036 C 39 | 38.714036 39.259705 D 40 | 39.259705 40.873492 E 41 | 40.873492 41.616530 D/2 42 | 41.616530 42.347959 A/5 43 | 42.347959 43.868866 E 44 | 43.868866 44.693174 D/2 45 | 44.693174 45.447823 A/5 46 | 45.447823 46.991950 E 47 | 46.991950 47.676938 D 48 | 47.676938 48.222607 A 49 | 48.222607 49.848004 E 50 | 49.848004 50.556213 D 51 | 50.556213 51.090272 A 52 | 51.090272 52.680839 E 53 | 52.680839 53.400657 D 54 | 53.400657 53.946326 A 55 | 53.946326 55.560113 E 56 | 55.560113 56.291541 D 57 | 56.291541 56.848820 A 58 | 56.848820 58.474217 E 59 | 58.474217 59.205646 D 60 | 59.205646 59.751315 A 61 | 59.751315 61.353492 E 62 | 61.353492 62.073310 D 63 | 62.073310 62.607369 A 64 | 62.607369 64.232766 E 65 | 64.232766 64.975804 D 66 | 64.975804 65.509863 A 67 | 65.509863 67.123650 E 68 | 67.123650 67.866689 D 69 | 67.866689 68.423968 A 70 | 68.423968 72.751020 E 71 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/11_-_Mean_Mr_Mustard.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 1.771088 E:maj6 4 4 0 1 0 0 1 0 0 0 1 0 0 1 3 | 1.771088 11.674399 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 4 | 11.674399 15.319931 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 5 | 15.319931 15.586961 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 6 | 15.586961 15.8656 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 7 | 15.8656 16.16746 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 8 | 16.16746 20.033582 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 9 | 20.033582 20.335442 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 10 | 20.335442 20.625691 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 11 | 20.625691 20.927551 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 12 | 20.927551 26.012721 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 13 | 26.012721 26.906689 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 14 | 26.906689 28.369546 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 15 | 28.369546 30.807641 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 16 | 30.807641 31.991859 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 17 | 31.991859 33.176077 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 18 | 33.176077 35.567732 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 19 | 35.567732 45.122743 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 20 | 45.122743 48.721836 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 21 | 48.721836 48.977256 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 22 | 48.977256 49.255895 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 23 | 49.255895 49.546145 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 24 | 49.546145 53.354217 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 25 | 53.354217 53.656077 D 2 2 0 0 1 0 0 0 1 0 0 1 0 0 26 | 53.656077 53.946326 C# 1 1 0 1 0 0 0 1 0 0 1 0 0 0 27 | 53.946326 54.224965 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 28 | 54.224965 59.217256 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 29 | 59.217256 60.099614 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 30 | 60.099614 61.005192 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 31 | 61.005192 62.851179 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 32 | 62.851179 63.687097 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 33 | 63.687097 64.592675 C 0 0 1 0 0 0 1 0 0 1 0 0 0 0 34 | 64.592675 66.298776 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 35 | -------------------------------------------------------------------------------- /instrument-classification/leaderboard.py: -------------------------------------------------------------------------------- 1 | import glob 2 | import numpy as np 3 | import pandas as pd 4 | 5 | 6 | class LeaderBoard(): 7 | def __init__(self, models_dir): 8 | self.models_dir = models_dir 9 | 10 | def load_df(file_name): 11 | model_id = file_name.split('/')[4] 12 | df = pd.read_csv(file_name) 13 | df.rename(columns={'Unnamed: 0': 'split'}, inplace=True) 14 | df['model_id'] = model_id 15 | if 'auc' not in df.columns: 16 | df['auc'] = np.nan 17 | df = df[['model_id', 'split', 'loss', 'error', 'auc']] 18 | return df 19 | 20 | files = sorted(glob.glob(self.models_dir + '/*/evaluation/final_metrics.csv')) 21 | df = pd.concat([load_df(f) for f in files]) 22 | 23 | df_valid = df[df['split'] == 'valid'][:] 24 | df_valid.set_index('model_id', inplace=True) 25 | 26 | df_valid['rank_error'] = df_valid['error'].rank().astype(int) 27 | df_valid['rank_auc'] = df_valid['auc'].fillna(0).rank(ascending=False).astype(int) 28 | 29 | self.df_valid = df_valid 30 | 31 | def best_model(self): 32 | return self.df_valid['auc'].argmax() 33 | 34 | def print_report(self): 35 | print('Ranking on the validation split metrics.\n') 36 | print('Lowest error:') 37 | print(self.df_valid['error'].sort_values(ascending=True)[:5]) 38 | 39 | print('\nHighest AUC:') 40 | print(self.df_valid['auc'].sort_values(ascending=False)[:5]) 41 | 42 | print('\nRank of the last few models by error/AUC, total:', len(self.df_valid)) 43 | print(self.df_valid[['rank_error', 'rank_auc', 'error', 'auc']].iloc[-5:]) 44 | 45 | print('\nBest model (by AUC):', self.best_model()) 46 | 47 | if __name__ == '__main__': 48 | leader_board = LeaderBoard('data/working/single-notes-2000/models') 49 | leader_board.print_report() 50 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/07_-_Can't_Buy_Me_Love.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.459543 N 2 | 0.459543 1.550498 C 3 | 1.550498 2.850816 E:min 4 | 2.850816 4.197573 A:min 5 | 4.197573 5.497891 E:min 6 | 5.497891 6.821428 A:min 7 | 6.821428 8.133356 D:min 8 | 8.133356 9.516363 G 9 | 9.516363 14.948412 C:7 10 | 14.948412 17.653537 F:7 11 | 17.653537 20.393492 C:7 12 | 20.393492 21.821519 G 13 | 21.821519 24.607913 F:7 14 | 24.607913 26.012721 C:7 15 | 26.012721 31.539070 C:7 16 | 31.539070 34.383514 F:7 17 | 34.383514 37.100249 C:7 18 | 37.100249 38.493446 G 19 | 38.493446 39.979523 F:7 20 | 39.979523 41.291451 F:7 21 | 41.291451 42.696258 C:7 22 | 42.696258 44.101065 E:min 23 | 44.101065 45.494263 A:min 24 | 45.494263 48.303877 C 25 | 48.303877 49.697074 E:min 26 | 49.697074 51.078662 A:min 27 | 51.078662 52.460249 D:min 28 | 52.460249 53.934716 G 29 | 53.934716 59.530725 C:7 30 | 59.530725 62.328730 F:7 31 | 62.328730 65.138344 C:7 32 | 65.138344 66.519931 G 33 | 66.519931 67.994399 F:7 34 | 67.994399 69.352766 F:7 35 | 69.352766 70.827233 C:7 36 | 70.827233 72.185600 C:7 37 | 72.185600 77.758390 C:7 38 | 77.758390 80.568004 F:7 39 | 80.568004 83.377619 C:7 40 | 83.377619 84.805646 G 41 | 84.805646 86.222063 F:7 42 | 86.222063 87.615260 C:7 43 | 87.615260 89.054897 C:7 44 | 89.054897 90.378435 E:min 45 | 90.378435 91.794852 A:min 46 | 91.794852 94.604467 C 47 | 94.604467 96.009274 E:min 48 | 96.009274 97.414081 A:min 49 | 97.414081 98.807278 D:min 50 | 98.807278 100.235306 G 51 | 100.235306 105.877755 C:7 52 | 105.877755 108.722199 F:7 53 | 108.722199 111.520204 C:7 54 | 111.520204 112.936621 G 55 | 112.936621 114.411088 F:7 56 | 114.411088 115.804285 F:7 57 | 115.804285 117.220702 C:7 58 | 117.220702 118.602290 E:min 59 | 118.602290 119.925827 A:min 60 | 119.925827 121.214535 E:min 61 | 121.214535 122.642562 A:min 62 | 122.642562 124.000929 D:min 63 | 124.000929 125.475396 G 64 | 125.475396 130.165461 C:7 65 | 130.165461 134.948571 N 66 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/11_-_Doctor_Robert.lab.pcs.tsv: -------------------------------------------------------------------------------- 1 | start end label root bass C Db D Eb E F Gb G Ab A Bb B 2 | 0.0 0.421247 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | 0.421247 6.148049 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 4 | 6.148049 17.699977 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 5 | 17.699977 26.48873 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 6 | 26.48873 27.986417 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 7 | 27.986417 29.426054 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 8 | 29.426054 32.328548 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 9 | 32.328548 43.984965 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 10 | 43.984965 52.727278 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 11 | 52.727278 54.178526 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 12 | 54.178526 55.629773 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 13 | 55.629773 58.625147 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 14 | 58.625147 61.620521 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 15 | 61.620521 63.091379 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 16 | 63.091379 64.604285 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 17 | 64.604285 67.541609 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 18 | 67.541609 70.444104 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 19 | 70.444104 85.165555 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 20 | 85.165555 93.965918 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 21 | 93.965918 95.347505 E 4 4 0 0 0 0 1 0 0 0 1 0 0 1 22 | 95.347505 96.821972 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 23 | 96.821972 99.794126 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 24 | 99.794126 102.784377 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 25 | 102.784377 104.298798 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 26 | 104.298798 105.819705 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 27 | 105.819705 108.757029 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 28 | 108.757029 111.764013 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 29 | 111.764013 126.469972 A 9 9 0 1 0 0 1 0 0 0 0 1 0 0 30 | 126.469972 129.380409 F# 6 6 0 1 0 0 0 0 1 0 0 0 1 0 31 | 129.380409 130.108018 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 32 | 130.108018 130.586708 E/5 4 11 0 0 0 0 1 0 0 0 1 0 0 1 33 | 130.586708 131.812155 B 11 11 0 0 0 1 0 0 1 0 0 0 0 1 34 | 131.812155 135.209796 N 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/03_-_A_Hard_Day's_Night/13_-_I'll_Be_Back.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 1.148857 F#:(1,4,b7) 3 | 1.148857 4.997527 A 4 | 4.997527 7.053628 A:min 5 | 7.053628 8.899614 G 6 | 8.899614 10.873310 F 7 | 10.873310 12.742517 E 8 | 12.742517 16.538979 A 9 | 16.538979 18.477845 A:min 10 | 18.477845 20.347052 G 11 | 20.347052 22.251088 F 12 | 22.251088 24.143514 E 13 | 24.143514 27.974807 A 14 | 27.974807 31.771269 F#:min 15 | 31.771269 35.544512 B:min 16 | 35.544512 36.519750 E 17 | 36.519750 37.280399 D 18 | 37.280399 38.470226 E 19 | 38.470226 39.201655 D 20 | 39.201655 40.409092 E 21 | 40.409092 42.382789 A:min 22 | 42.382789 44.217165 G 23 | 44.217165 46.167641 F 24 | 46.167641 48.036848 E 25 | 48.036848 51.937800 A 26 | 51.937800 53.876666 A:min 27 | 53.876666 55.780702 G 28 | 55.780702 57.673129 F 29 | 57.673129 59.600385 E 30 | 59.600385 61.550861 A 31 | 61.550861 63.489727 A 32 | 63.489727 67.367460 B:min 33 | 67.367460 71.198752 C#:min 34 | 71.198752 73.137619 F#:min 35 | 73.137619 75.088095 B 36 | 75.088095 76.968911 D 37 | 76.968911 77.955759 E 38 | 77.955759 78.687188 D 39 | 78.687188 79.894625 E 40 | 79.894625 80.660884 D 41 | 80.660884 81.821882 E 42 | 81.821882 83.749138 A:min 43 | 83.749138 85.722834 G 44 | 85.722834 87.626870 F 45 | 87.626870 89.565736 E 46 | 89.565736 91.551043 A 47 | 91.551043 93.466689 A 48 | 93.466689 95.382335 A:min 49 | 95.382335 97.332811 G 50 | 97.332811 99.329727 F 51 | 99.329727 101.222154 E 52 | 101.222154 103.184240 A 53 | 103.184240 105.146326 A 54 | 105.146326 109.058888 F#:min 55 | 109.058888 112.948231 B:min 56 | 112.948231 113.911859 E 57 | 113.911859 114.643287 D 58 | 114.643287 115.827505 E 59 | 115.827505 116.640204 D 60 | 116.640204 117.812811 E 61 | 117.812811 119.774897 A:min 62 | 119.774897 121.713764 G 63 | 121.713764 123.687460 F 64 | 123.687460 125.579886 E 65 | 125.579886 131.268775 A 66 | 131.268775 135.216167 A:min 67 | 135.216167 139.093900 A 68 | 139.093900 140.434286 N 69 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/12_-_Let_It_Be/03_-_Across_the_Universe.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.403805 N 2 | 0.403805 1.981768 Db 3 | 1.981768 3.560725 Db:maj7 4 | 3.560725 6.788299 F:min 5 | 6.788299 10.050702 Ab:maj6 6 | 10.050702 11.652879 Db 7 | 11.652879 13.197006 Bb:min 8 | 13.197006 16.354920 F:min 9 | 16.354920 19.501224 Eb:min7 10 | 19.501224 21.925720 Ab 11 | 21.925720 23.471836 Ab:7 12 | 23.471836 25.062403 Db 13 | 25.062403 26.676190 Bb:min 14 | 26.676190 29.834104 F:min 15 | 29.834104 31.447891 Eb:min7 16 | 31.447891 34.617414 Gb:min 17 | 34.617414 41.037732 Db 18 | 41.037732 44.311746 Ab 19 | 44.311746 50.551398 Ab 20 | 50.551398 53.715827 Gb 21 | 53.715827 56.862131 Db 22 | 56.862131 63.244560 Ab 23 | 63.244560 66.403916 Gb 24 | 66.403916 69.482176 Db 25 | 69.482176 71.026303 Db 26 | 71.026303 72.558820 Bb:min 27 | 72.558820 75.705124 F:min 28 | 75.705124 78.897868 Eb:min7 29 | 78.897868 80.421672 Ab 30 | 80.421672 81.986122 Ab:7 31 | 81.986122 83.565079 Db 32 | 83.565079 85.120816 Bb:min 33 | 85.120816 88.278730 F:min 34 | 88.278730 91.436643 Eb:min7 35 | 91.436643 94.590904 Ab 36 | 94.590904 95.407256 Ab:7 37 | 95.407256 101.757913 Db 38 | 101.757913 104.973877 Ab 39 | 104.973877 111.301315 Ab 40 | 111.301315 114.424399 Gb 41 | 114.424399 117.524263 Db 42 | 117.524263 123.770430 Ab 43 | 123.770430 126.916734 Gb 44 | 126.916734 129.981768 Db 45 | 129.981768 131.549115 Db 46 | 131.549115 133.093242 Bb:min 47 | 133.093242 136.135056 F:min 48 | 136.135056 137.725623 Eb:min7 49 | 137.725623 140.790657 Gb:min 50 | 140.790657 142.311564 Db 51 | 142.311564 143.925351 Bb:min 52 | 143.925351 146.990385 F:min 53 | 146.990385 150.078639 Eb:min7 54 | 150.078639 151.612490 Ab 55 | 151.612490 153.201723 Ab:7 56 | 153.201723 159.529160 Db 57 | 159.529160 162.687074 Ab 58 | 162.687074 168.875192 Ab 59 | 168.875192 171.963446 Gb 60 | 171.963446 175.098140 Db 61 | 175.098140 181.286258 Ab 62 | 181.286258 184.490612 Gb 63 | 184.490612 187.451156 Db 64 | 187.451156 222.784161 Db 65 | 222.784161 228.571429 N 66 | -------------------------------------------------------------------------------- /instrument-classification/inspect_errors.py: -------------------------------------------------------------------------------- 1 | from argparse import ArgumentParser 2 | import os 3 | import pandas as pd 4 | import shutil 5 | import subprocess 6 | 7 | from prepare_training_data import load_transformers 8 | 9 | 10 | def inspect_errors(model_id): 11 | model_dir = 'data/working/single-notes-2000/models/' + model_id 12 | input_dir = 'data/prepared/single-notes-2000' 13 | output_dir = model_dir + '/evaluation/errors' 14 | 15 | os.makedirs(output_dir, exist_ok=True) 16 | 17 | df = pd.read_csv(model_dir + '/output-data/predictions.csv') 18 | errors = df.query("split == 'valid' & ~accurate")[:] 19 | 20 | instr_family_le = load_transformers(model_dir)[0] 21 | 22 | errors['sample_id'] = errors.index.map(lambda i: '%06d' % i) 23 | errors['label_true'] = errors['y_true'].apply(lambda y_true: instr_family_le.inverse_transform(y_true)) 24 | errors['label_pred'] = errors['y_pred'].apply(lambda y_pred: instr_family_le.inverse_transform(y_pred)) 25 | errors['input_file'] = errors['sample_id'].apply(lambda sample_id: input_dir + '/sample_%s.flac' % sample_id) 26 | errors['output_file'] = errors.apply(lambda row: output_dir + '/sample_%s_%s_%s_%s.flac' 27 | % (row['split'], row['sample_id'], row['label_true'], row['label_pred']), axis=1) 28 | 29 | print(errors[['sample_id', 'label_true', 'label_pred']]) 30 | 31 | # rename the files so that they are more legible 32 | for i, row in errors.iterrows(): 33 | shutil.copy(row['input_file'], row['output_file']) 34 | 35 | # play the files (this is probably limited so some max command length) 36 | subprocess.call(['open'] + list(errors['output_file'])) 37 | 38 | def parse_args(): 39 | parser = ArgumentParser('Inspect errors - listen to misclassified audio files.') 40 | parser.add_argument('model_dir', metavar='MODEL_DIR') 41 | return parser.parse_args() 42 | 43 | if __name__ == '__main__': 44 | args = parse_args() 45 | inspect_errors(args.model_dir) 46 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/06_-_Rubber_Soul/06_-_The_Word.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.402100 N 2 | 0.402100 1.302038 G 3 | 1.302038 5.346961 D:7(#9) 4 | 5.346961 13.323015 D:7(#9) 5 | 13.323015 17.293628 G:7 6 | 17.293628 21.264240 D:7(#9) 7 | 21.264240 21.972448 A:sus4 8 | 21.972448 23.191496 A 9 | 23.191496 23.818435 G:sus4 10 | 23.818435 24.991043 G 11 | 24.991043 28.764285 D:7(#9) 12 | 28.764285 30.703151 D 13 | 30.703151 32.676848 C 14 | 32.676848 34.650544 F 15 | 34.650544 36.647460 G 16 | 36.647460 44.623514 D:7(#9) 17 | 44.623514 48.582517 G:7 18 | 48.582517 52.553129 D:7(#9) 19 | 52.553129 53.307777 A:sus4 20 | 53.307777 54.410725 A 21 | 54.410725 55.153764 G:sus4 22 | 55.153764 56.268321 G 23 | 56.268321 60.088004 D:7(#9) 24 | 60.088004 62.038480 D 25 | 62.038480 63.977346 C 26 | 63.977346 65.916213 F 27 | 65.916213 67.936349 G 28 | 67.936349 75.900793 D:7(#9) 29 | 75.900793 79.836575 G:7 30 | 79.836575 83.830408 D:7(#9) 31 | 83.830408 84.585056 A:sus4 32 | 84.585056 85.666413 A 33 | 85.666413 86.431043 G:sus4 34 | 86.431043 87.650090 G 35 | 87.650090 91.376893 D:7(#9) 36 | 91.376893 93.269319 D 37 | 93.269319 95.254625 C 38 | 95.254625 97.239931 F 39 | 97.239931 99.213628 G 40 | 99.213628 107.212902 D:7(#9) 41 | 107.212902 111.183514 G:7 42 | 111.183514 115.130907 D:7(#9) 43 | 115.130907 115.873945 A:sus4 44 | 115.873945 117.069773 A 45 | 117.069773 117.859251 G:sus4 46 | 117.859251 119.031859 G 47 | 119.031859 122.956031 D:7(#9) 48 | 122.956031 124.836848 D 49 | 124.836848 126.810544 C:maj(9) 50 | 126.810544 128.784240 F:maj6 51 | 128.784240 130.734716 G 52 | 130.734716 134.728548 D 53 | 134.728548 138.780430 D:7(#9) 54 | 138.780430 142.727823 G:7 55 | 142.727823 146.686825 D:7(#9) 56 | 146.686825 147.499523 A:sus4 57 | 147.499523 148.567641 A 58 | 148.567641 149.368730 G:sus4 59 | 149.368730 150.506507 G 60 | 150.506507 154.337800 D:7(#9) 61 | 154.337800 156.241836 D 62 | 156.241836 158.192312 C:maj(9) 63 | 158.192312 160.189229 F:maj6 64 | 160.189229 162.023605 G 65 | 162.023605 163.709388 N 66 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/11_-_Abbey_Road/04_-_Oh!_Darling.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 2.795551 E:aug 3 | 2.795551 7.180354 A 4 | 7.180354 11.302879 E 5 | 11.302879 15.447641 F#:min 6 | 15.447641 19.627233 D 7 | 19.627233 21.670589 B:min 8 | 21.670589 23.795215 E 9 | 23.795215 25.850181 B:min 10 | 25.850181 28.009637 E 11 | 28.009637 29.925283 A 12 | 29.925283 31.898979 D 13 | 31.898979 33.826235 A 14 | 33.826235 35.962471 E 15 | 35.962471 40.142063 A 16 | 40.142063 44.286825 E 17 | 44.286825 48.466417 F#:min 18 | 48.466417 52.587959 D 19 | 52.587959 54.666145 B:min 20 | 54.666145 56.755941 E 21 | 56.755941 58.868956 B:min 22 | 58.868956 60.935532 E 23 | 60.935532 62.932448 A 24 | 62.932448 64.871315 D 25 | 64.871315 66.786961 A 26 | 66.786961 68.714217 A:7 27 | 68.714217 72.777709 D 28 | 72.777709 76.934081 F:7 29 | 76.934081 85.142335 A 30 | 85.142335 93.362199 B 31 | 93.362199 95.417165 E 32 | 95.417165 97.437301 F:7 33 | 97.437301 99.471840 E 34 | 99.471840 101.582063 E:aug 35 | 101.582063 105.912585 A 36 | 105.912585 110.127006 E 37 | 110.127006 114.341428 F#:min 38 | 114.341428 118.486190 D 39 | 118.486190 120.587596 B:min 40 | 120.587596 122.747052 E 41 | 122.747052 124.848458 B:min 42 | 124.848458 126.961473 E 43 | 126.961473 128.946780 A 44 | 128.946780 130.932086 D 45 | 130.932086 132.882562 A 46 | 132.882562 134.821428 A:7 47 | 134.821428 138.989410 D 48 | 138.989410 143.064512 F:7 49 | 143.064512 151.330816 A 50 | 151.330816 159.573900 B 51 | 159.573900 161.617256 E 52 | 161.617256 163.614172 F:7 53 | 163.614172 165.750408 E 54 | 165.750408 168.049183 E:aug 55 | 168.049183 172.263605 A 56 | 172.263605 176.489637 E 57 | 176.489637 180.622789 F#:min 58 | 180.622789 184.883650 D 59 | 184.883650 186.985056 B:min 60 | 186.985056 189.109682 E 61 | 189.109682 191.176258 B:min 62 | 191.176258 193.277664 E 63 | 193.277664 195.274580 A 64 | 195.274580 197.283106 D 65 | 197.283106 198.397664 A 66 | 198.397664 199.047823 Bb:7 67 | 199.047823 204.285864 A:7 68 | 204.285864 206.706939 N 69 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/01_-_Please_Please_Me/08_-_Love_Me_Do.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.465952 N 2 | 0.465952 2.103232 G 3 | 2.103232 3.705409 C 4 | 3.705409 5.272756 G 5 | 5.272756 6.886543 C 6 | 6.886543 8.500330 G 7 | 8.500330 10.090897 C 8 | 10.090897 13.353300 G 9 | 13.353300 14.990307 G 10 | 14.990307 16.615704 C 11 | 16.615704 18.241101 G 12 | 18.241101 19.866497 C 13 | 19.866497 21.480284 G 14 | 21.480284 23.117291 C 15 | 23.117291 26.391305 C 16 | 26.391305 28.210155 C 17 | 28.210155 29.711758 G 18 | 29.711758 31.360375 C 19 | 31.360375 32.939332 G 20 | 32.939332 34.599559 C 21 | 34.599559 36.306225 G 22 | 36.306225 37.943232 C 23 | 37.943232 39.557019 G 24 | 39.557019 41.205636 C 25 | 41.205636 42.831033 G 26 | 42.831033 44.444819 C 27 | 44.444819 49.402280 C 28 | 49.402280 51.027677 G 29 | 51.027677 52.711123 C 30 | 52.711123 54.324910 G 31 | 54.324910 55.985137 G 32 | 55.985137 59.224321 D 33 | 59.224321 60.861327 C 34 | 60.861327 62.486724 G 35 | 62.486724 65.737518 D 36 | 65.737518 67.351305 C 37 | 67.351305 69.152241 G 38 | 69.152241 70.753028 G 39 | 70.753028 72.331985 C 40 | 72.331985 73.968992 G 41 | 73.968992 75.582779 C 42 | 75.582779 77.184956 G 43 | 77.184956 78.798742 C 44 | 78.798742 83.879075 C 45 | 83.879075 85.416429 G 46 | 85.416429 87.053436 C 47 | 87.053436 88.667223 G 48 | 88.667223 90.269400 G 49 | 90.269400 93.473754 D 50 | 93.473754 95.122370 C 51 | 95.122370 96.747767 G 52 | 96.747767 99.952121 D 53 | 99.952121 101.542688 C 54 | 101.542688 103.168085 G 55 | 103.168085 108.905137 G 56 | 108.905137 109.634842 D 57 | 109.634842 111.283459 G 58 | 111.283459 112.874026 C 59 | 112.874026 114.476203 G 60 | 114.476203 116.078380 C 61 | 116.078380 117.703776 G 62 | 117.703776 119.294343 C 63 | 119.294343 124.311508 G 64 | 124.311508 125.830761 G 65 | 125.830761 127.432937 C 66 | 127.432937 129.023504 G 67 | 129.023504 130.614071 C 68 | 130.614071 132.216248 G 69 | 132.216248 133.853255 C 70 | 133.853255 135.408992 G 71 | 135.408992 137.045999 C 72 | 137.045999 138.659785 G 73 | 138.659785 142.759184 N 74 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/10_-_For_No_One.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 1.933628 B 3 | 1.933628 3.466145 B/7 4 | 3.466145 4.929002 G#:min 5 | 4.929002 6.449909 B/5 6 | 6.449909 7.994036 E 7 | 7.994036 9.480113 A:7 8 | 9.480113 12.487097 B 9 | 12.487097 13.938344 B 10 | 13.938344 15.412811 B/7 11 | 15.412811 16.910498 G#:min 12 | 16.910498 18.384965 B/5 13 | 18.384965 19.882653 E 14 | 19.882653 21.368730 A:7 15 | 21.368730 24.282834 B 16 | 24.282834 25.734081 C#:min 17 | 25.734081 27.185328 G#:7 18 | 27.185328 30.041383 C#:min 19 | 30.041383 31.446190 C#:min 20 | 31.446190 32.897437 G#:7 21 | 32.897437 37.158299 C#:min 22 | 37.158299 37.936167 F#:sus4 23 | 37.936167 38.725646 F# 24 | 38.725646 40.281383 B 25 | 40.281383 41.779070 B/7 26 | 41.779070 43.253537 G#:min 27 | 43.253537 44.751224 B/5 28 | 44.751224 46.248911 E 29 | 46.248911 47.723378 A:7 30 | 47.723378 50.753582 B 31 | 50.753582 52.181609 B 32 | 52.181609 53.632857 B/7 33 | 53.632857 55.107324 G#:min 34 | 55.107324 56.581791 B/5 35 | 56.581791 58.067868 E 36 | 58.067868 59.565555 A:7 37 | 59.565555 62.526099 B 38 | 62.526099 63.942517 C#:min 39 | 63.942517 65.347324 G#:7 40 | 65.347324 68.226598 C#:min 41 | 68.226598 69.619795 C#:min 42 | 69.619795 71.012993 G#:7 43 | 71.012993 75.320294 C#:min 44 | 75.320294 76.121383 F#:sus4 45 | 76.121383 76.864421 F# 46 | 76.864421 78.373718 B 47 | 78.373718 79.871405 B/7 48 | 79.871405 81.345873 G#:min 49 | 81.345873 82.820340 B/5 50 | 82.820340 84.283197 E 51 | 84.283197 85.780884 A:7 52 | 85.780884 88.764648 B 53 | 88.764648 90.239115 B 54 | 90.239115 91.748412 B/7 55 | 91.748412 93.153219 G#:min 56 | 93.153219 94.639297 B/5 57 | 94.639297 96.090544 E 58 | 96.090544 97.633669 A:7 59 | 97.633669 100.479115 B 60 | 100.479115 101.965192 C#:min 61 | 101.965192 103.358390 G#:7 62 | 103.358390 106.020323 C#:min 63 | 106.020323 107.619251 C#:min 64 | 107.619251 109.000839 G#:7 65 | 109.000839 113.342970 C#:min 66 | 113.342970 114.349534 F#:sus4 67 | 114.349534 116.857871 F# 68 | 116.857871 121.730612 N 69 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/07_-_Revolver/12_-_I_Want_To_Tell_You.lab: -------------------------------------------------------------------------------- 1 | 0.000000 2.067942 A 2 | 2.067942 2.955306 D:sus4/5 3 | 2.955306 3.733784 D/5 4 | 3.733784 5.834580 A 5 | 5.834580 6.809818 D:sus4/5 6 | 6.809818 7.494807 D/5 7 | 7.494807 9.689092 A 8 | 9.689092 10.641111 D:sus4/5 9 | 10.641111 11.430589 D/5 10 | 11.430589 13.531995 A 11 | 13.531995 14.507233 D:sus4/5 12 | 14.507233 15.319931 D/5 13 | 15.319931 22.158208 A 14 | 22.158208 25.025873 B 15 | 25.025873 32.514308 E:maj(b9) 16 | 32.514308 34.453174 A 17 | 34.453174 35.393582 D:sus4/5 18 | 35.393582 36.078571 D/5 19 | 36.078571 42.905238 A 20 | 42.905238 45.738072 B 21 | 45.738072 53.238117 E:maj(b9) 22 | 53.238117 55.130544 A 23 | 55.130544 56.036122 D:sus4/5 24 | 56.036122 56.941700 D/5 25 | 56.941700 58.822517 B:min 26 | 58.822517 60.656893 B:dim 27 | 60.656893 62.572539 A 28 | 62.572539 64.453356 B 29 | 64.453356 66.392222 B:min 30 | 66.392222 68.214988 B:dim 31 | 68.214988 69.085736 A 32 | 69.085736 71.976621 A:sus4 33 | 71.976621 78.513038 A 34 | 78.513038 81.345873 B 35 | 81.345873 88.787868 E:maj(b9) 36 | 88.787868 90.691904 A 37 | 90.691904 91.574263 D:sus4/5 38 | 91.574263 92.526281 D/5 39 | 92.526281 94.383877 B:min 40 | 94.383877 96.299523 B:dim 41 | 96.299523 98.168730 A 42 | 98.168730 100.061156 B 43 | 100.061156 102.000022 B:min 44 | 102.000022 103.880839 B:dim 45 | 103.880839 104.658707 A 46 | 104.658707 107.619251 A:sus4 47 | 107.619251 114.178888 A 48 | 114.178888 117.000113 B 49 | 117.000113 124.500158 E:maj(b9) 50 | 124.500158 126.462244 A 51 | 126.462244 127.391043 D:sus4/5 52 | 127.391043 128.366281 D/5 53 | 128.366281 130.270317 A 54 | 130.270317 131.280385 D:sus4/5 55 | 131.280385 132.174353 D/5 56 | 132.174353 134.148049 A 57 | 134.148049 135.076848 D:sus4/5 58 | 135.076848 136.028866 D/5 59 | 136.028866 137.956122 A 60 | 137.956122 138.861700 D:sus4/5 61 | 138.861700 139.732448 D/5 62 | 139.732448 141.752585 A 63 | 141.752585 142.704603 D:sus4/5 64 | 142.704603 143.494081 D/5 65 | 143.494081 145.595487 A 66 | 145.595487 149.890612 N 67 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/08_-_Roll_Over_Beethoven.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.440395 N 2 | 0.440395 1.014823 A 3 | 1.014823 6.644221 D 4 | 6.644221 9.431879 G 5 | 9.431879 12.241493 D 6 | 12.241493 13.657911 G 7 | 13.657911 15.074328 A 8 | 15.074328 16.525575 D 9 | 16.525575 17.965212 D/5 10 | 17.965212 19.370020 D 11 | 19.370020 20.844487 G 12 | 20.844487 23.735371 D 13 | 23.735371 26.707525 G 14 | 26.707525 29.679679 D 15 | 29.679679 31.142537 G 16 | 31.142537 32.640224 A 17 | 32.640224 35.623988 D 18 | 35.623988 37.110065 D 19 | 37.110065 38.619362 G 20 | 38.619362 41.637956 D 21 | 41.637956 44.656550 G 22 | 44.656550 47.640314 D 23 | 47.640314 49.138001 G 24 | 49.138001 50.658908 A 25 | 50.658908 53.654283 D 26 | 53.654283 55.140360 D 27 | 55.140360 56.638047 G 28 | 56.638047 59.621811 D 29 | 59.621811 62.652015 G 30 | 62.652015 65.670609 D 31 | 65.670609 67.249566 G 32 | 67.249566 68.689203 A 33 | 68.689203 71.707797 D 34 | 71.707797 77.536006 D 35 | 77.536006 80.473330 G 36 | 80.473330 83.364215 D 37 | 83.364215 84.838682 G 38 | 84.838682 86.243489 A 39 | 86.243489 89.192423 D 40 | 89.192423 90.620450 D 41 | 90.620450 92.071698 G 42 | 92.071698 95.020632 D 43 | 95.020632 97.946346 G 44 | 97.946346 100.872060 D 45 | 100.872060 102.358137 G 46 | 102.358137 103.809385 A 47 | 103.809385 106.793149 D 48 | 106.793149 108.256006 D 49 | 108.256006 109.753693 G 50 | 109.753693 112.714237 D 51 | 112.714237 115.732831 G 52 | 115.732831 118.751425 D 53 | 118.751425 120.272332 G 54 | 120.272332 121.770020 A 55 | 121.770020 124.800224 D 56 | 124.800224 126.309521 D 57 | 126.309521 127.842038 G 58 | 127.842038 130.895462 D 59 | 130.895462 133.879226 G 60 | 133.879226 136.886210 D 61 | 136.886210 138.395507 G 62 | 138.395507 139.928024 A 63 | 139.928024 142.888568 D 64 | 142.888568 148.821267 D 65 | 148.821267 151.770201 G 66 | 151.770201 154.788795 D 67 | 154.788795 157.221035 A 68 | 157.221035 157.760949 D/3 69 | 157.760949 158.550428 G 70 | 158.550428 159.130927 A 71 | 159.130927 159.699815 D 72 | 159.699815 163.424862 D 73 | 163.424862 167.627755 N 74 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/01_-_It_Won't_Be_Long.lab: -------------------------------------------------------------------------------- 1 | 0.000000 1.072266 N 2 | 1.072266 1.773285 F# 3 | 1.773285 5.216719 C#:min 4 | 5.216719 8.757762 E 5 | 8.757762 10.510869 C#:min 6 | 10.510869 11.404837 A 7 | 11.404837 12.263975 G:dim7 8 | 12.263975 14.017082 E 9 | 14.017082 15.770189 E 10 | 15.770189 17.488465 E 11 | 17.488465 19.253182 C 12 | 19.253182 21.041118 E 13 | 21.041118 22.829055 E 14 | 22.829055 24.616991 C 15 | 24.616991 26.370098 E 16 | 26.370098 28.158034 E 17 | 28.158034 31.687468 C#:min 18 | 31.687468 35.298170 E 19 | 35.298170 37.074497 C#:min 20 | 37.074497 37.980075 A 21 | 37.980075 38.839214 G:dim7 22 | 38.839214 42.415087 E 23 | 42.415087 44.203023 E 24 | 44.203023 45.967740 B:aug/3 25 | 45.967740 47.802116 B:min/b3 26 | 47.802116 49.601663 C#:7 27 | 49.601663 51.401209 A 28 | 51.401209 53.212366 B 29 | 53.212366 54.988692 F#:min7 30 | 54.988692 56.683749 B 31 | 56.683749 58.471685 E 32 | 58.471685 60.271232 C 33 | 60.271232 62.082388 E 34 | 62.082388 63.870325 E 35 | 63.870325 65.716311 C 36 | 65.716311 67.492638 E 37 | 67.492638 69.303794 E 38 | 69.303794 72.914497 C#:min 39 | 72.914497 76.513590 E 40 | 76.513590 78.301527 C#:min 41 | 78.301527 79.207105 A 42 | 79.207105 80.112683 G:dim7 43 | 80.112683 81.900619 E 44 | 81.900619 83.734996 E 45 | 83.734996 85.511322 E 46 | 85.511322 87.322479 B:aug/3 47 | 87.322479 89.180075 B:min/b3 48 | 89.180075 91.037672 C#:7 49 | 91.037672 92.802388 A 50 | 92.802388 94.625155 B 51 | 94.625155 96.424701 F#:min7 52 | 96.424701 98.131368 B 53 | 98.131368 99.930914 E 54 | 99.930914 101.718851 C 55 | 101.718851 103.530007 E 56 | 103.530007 105.341164 E 57 | 105.341164 107.175540 C 58 | 107.175540 108.975087 E 59 | 108.975087 110.797853 E 60 | 110.797853 114.420166 C#:min 61 | 114.420166 118.019259 E 62 | 118.019259 119.900075 C#:min 63 | 119.900075 120.948017 A 64 | 120.948017 122.996812 G:dim7 65 | 122.996812 124.079667 E 66 | 124.079667 124.799486 G:7 67 | 124.799486 125.751504 F#:7 68 | 125.751504 126.715132 F:7 69 | 126.715132 130.062280 E:maj7 70 | 130.062280 133.746939 N 71 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/13_-_Not_A_Second_Time.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.459543 N 2 | 0.459543 2.307948 G 3 | 2.307948 4.135884 E:min 4 | 4.135884 6.034751 G 5 | 6.034751 7.834297 E:min 6 | 7.834297 9.738333 D 7 | 9.738333 11.607540 G 8 | 11.607540 13.534796 D 9 | 13.534796 15.380782 G 10 | 15.380782 17.261599 E:min 11 | 17.261599 19.188855 G 12 | 19.188855 21.046451 E:min 13 | 21.046451 22.973708 D 14 | 22.973708 24.831304 A:min 15 | 24.831304 26.758560 D 16 | 26.758560 28.639376 A:min 17 | 28.639376 30.531803 B:min 18 | 30.531803 32.412619 G 19 | 32.412619 34.339875 E:min 20 | 34.339875 36.267132 A:min 21 | 36.267132 38.124728 F#:dim/b3 22 | 38.124728 40.040374 B:min 23 | 40.040374 41.932801 D:7/5 24 | 41.932801 43.848447 E:min 25 | 43.848447 44.096949 E:min 26 | 44.096949 45.740873 N 27 | 45.740873 47.656519 A:min 28 | 47.656519 49.560556 B:min 29 | 49.560556 51.452982 G 30 | 51.452982 53.368628 E:min 31 | 53.368628 55.295884 A:min 32 | 55.295884 57.211531 A:min 33 | 57.211531 59.127177 B:min 34 | 59.127177 61.054433 D:7/5 35 | 61.054433 62.946859 E:min 36 | 62.946859 64.827676 N 37 | 64.827676 66.801372 G 38 | 66.801372 68.693798 E:min 39 | 68.693798 70.632664 G 40 | 70.632664 72.536701 E:min 41 | 72.536701 74.510397 D 42 | 74.510397 76.414433 G 43 | 76.414433 78.353299 D 44 | 78.353299 80.326996 G 45 | 80.326996 82.254252 E:min 46 | 82.254252 84.193118 G 47 | 84.193118 86.120374 E:min 48 | 86.120374 88.070850 D 49 | 88.070850 90.009717 A:min 50 | 90.009717 91.960193 D 51 | 91.960193 93.864229 A:min 52 | 93.864229 95.884365 B:min 53 | 95.884365 97.800011 G 54 | 97.800011 99.727268 E:min 55 | 99.727268 101.677744 A:min 56 | 101.677744 103.593390 A:min 57 | 103.593390 105.509036 B:min 58 | 105.509036 107.447903 D:7/5 59 | 107.447903 109.409989 E:min 60 | 109.409989 109.754107 E:min 61 | 109.754107 111.302415 N 62 | 111.302415 113.252891 G 63 | 113.252891 115.203367 E:min 64 | 115.203367 117.107404 G 65 | 117.107404 119.057880 E:min 66 | 119.057880 120.973526 G 67 | 120.973526 122.854342 E:min 68 | 122.854342 124.839649 G 69 | 124.839649 128.339592 N 70 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/02_-_With_the_Beatles/03_-_All_My_Loving.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.478690 N 2 | 0.478690 1.302038 C#:min 3 | 1.302038 2.793277 F#:min 4 | 2.793277 4.279353 B 5 | 4.279353 5.800261 E 6 | 5.800261 7.344387 C#:min 7 | 7.344387 8.853684 A 8 | 8.853684 10.386202 F#:min 9 | 10.386202 11.953548 D 10 | 11.953548 13.486066 B 11 | 13.486066 14.972142 F#:min 12 | 14.972142 16.527879 B 13 | 16.527879 18.083616 E 14 | 18.083616 19.616133 C#:min 15 | 19.616133 21.148650 A 16 | 21.148650 22.692777 B 17 | 22.692777 25.815861 E 18 | 25.815861 27.348378 F#:min 19 | 27.348378 28.880895 B 20 | 28.880895 30.366972 E 21 | 30.366972 31.922709 C#:min 22 | 31.922709 33.443617 A 23 | 33.443617 35.010964 F#:min 24 | 35.010964 36.566701 D 25 | 36.566701 38.122438 B 26 | 38.122438 39.654955 F#:min 27 | 39.654955 41.199082 B 28 | 41.199082 42.731599 E 29 | 42.731599 44.298946 C#:min 30 | 44.298946 45.854683 A 31 | 45.854683 47.363980 B 32 | 47.363980 50.521894 E 33 | 50.521894 52.054411 C#:min 34 | 52.054411 53.575318 C:aug 35 | 53.575318 56.675182 E 36 | 56.675182 58.184479 C#:min 37 | 58.184479 59.716996 C:aug 38 | 59.716996 62.828470 E 39 | 62.828470 65.870283 A:7 40 | 65.870283 68.900487 E 41 | 68.900487 70.433005 F#:min 42 | 70.433005 71.930692 B 43 | 71.930692 75.146656 E 44 | 75.146656 76.574683 F#:min 45 | 76.574683 78.142030 B 46 | 78.142030 79.693774 E 47 | 79.693774 79.966331 C#:min/4 48 | 79.966331 80.501711 C#:min/5 49 | 80.501711 81.253504 C#:min 50 | 81.253504 82.774410 A 51 | 82.774410 84.330148 F#:min 52 | 84.330148 85.897495 D 53 | 85.897495 87.441622 B 54 | 87.441622 88.997358 F#:min 55 | 88.997358 90.564704 B 56 | 90.564704 92.132051 E 57 | 92.132051 93.664568 C#:min 58 | 93.664568 95.220306 A 59 | 95.220306 96.741212 B 60 | 96.741212 99.852686 E 61 | 99.852686 101.396814 C#:min 62 | 101.396814 102.964160 C:aug 63 | 102.964160 106.040805 E 64 | 106.040805 107.596541 C#:min 65 | 107.596541 109.175498 C:aug 66 | 109.175498 112.286972 E 67 | 112.286972 115.363616 C#:min 68 | 115.363616 118.451870 E 69 | 118.451870 121.505294 C#:min 70 | 121.505294 125.878101 E 71 | 125.878101 129.567347 N 72 | -------------------------------------------------------------------------------- /beatles/data/beatles/chordlab/The_Beatles/04_-_Beatles_for_Sale/13_-_What_You're_Doing.lab: -------------------------------------------------------------------------------- 1 | 0.000000 0.421247 N 2 | 0.421247 7.525011 N 3 | 7.525011 9.370997 D 4 | 9.370997 11.124104 G 5 | 11.124104 12.935260 D 6 | 12.935260 14.746417 G 7 | 14.746417 16.557573 D 8 | 16.557573 18.403560 G 9 | 18.403560 20.319206 D 10 | 20.319206 22.141972 G 11 | 22.141972 24.011179 B:min 12 | 24.011179 27.679931 G 13 | 27.679931 29.560748 D 14 | 29.560748 31.429954 G 15 | 31.429954 33.345600 D 16 | 33.345600 35.168367 G 17 | 35.168367 37.072403 D 18 | 37.072403 38.906779 G 19 | 38.906779 40.787596 B:min 20 | 40.787596 44.491179 G 21 | 44.491179 46.370976 D 22 | 46.370976 48.217981 G 23 | 48.217981 50.063968 B:min 24 | 50.063968 51.898344 G 25 | 51.898344 53.721111 B:min 26 | 53.721111 57.401473 E 27 | 57.401473 61.128276 A 28 | 61.128276 62.997482 D 29 | 62.997482 64.808639 G 30 | 64.808639 66.677845 D 31 | 66.677845 68.558662 G 32 | 68.558662 70.439478 B:min 33 | 70.439478 74.131451 G 34 | 74.131451 76.023877 D 35 | 76.023877 77.858253 G 36 | 77.858253 79.750680 D 37 | 79.750680 81.561836 G 38 | 81.561836 83.454262 D 39 | 83.454262 85.277029 G 40 | 85.277029 87.102483 B:min 41 | 87.102483 88.969002 G 42 | 88.969002 90.849818 G 43 | 90.849818 92.707414 D 44 | 92.707414 94.588231 G 45 | 94.588231 96.422607 B:min 46 | 96.422607 98.245374 G 47 | 98.245374 100.079750 B:min 48 | 100.079750 103.818163 E:min 49 | 103.818163 107.591405 A 50 | 107.591405 109.472222 D 51 | 109.472222 111.283378 G 52 | 111.283378 113.175804 D 53 | 113.175804 115.056621 G 54 | 115.056621 116.925827 B:min 55 | 116.925827 118.771813 G 56 | 118.771813 120.641020 G 57 | 120.641020 122.521836 D 58 | 122.521836 124.332993 G 59 | 124.332993 126.271859 D 60 | 126.271859 128.164285 G 61 | 128.164285 130.021882 D 62 | 130.021882 131.914308 G 63 | 131.914308 132.482322 D 64 | 132.482322 133.765212 D:(1) 65 | 133.765212 135.567708 N 66 | 135.567708 139.240204 A:(1) 67 | 139.240204 141.097800 D 68 | 141.097800 142.932176 G:7 69 | 142.932176 144.766553 D 70 | 144.766553 146.589319 G:7 71 | 146.589319 148.470135 D 72 | 148.470135 150.304512 G 73 | 150.304512 154.697143 N 74 | --------------------------------------------------------------------------------