├── .gitignore ├── Part_0_Audio_Basics.ipynb ├── Part_0_Prepare_dataset_Magnatagatune.ipynb ├── Part_0a_Postprocess_label_files.ipynb ├── Part_0b_Prepare_simplified_groundtruth.ipynb ├── Part_1_Convolutional_Neural_Networks.ipynb ├── Part_2a_Distance_Based_Search.ipynb ├── Part_2b_Siamese_Networks.ipynb ├── Part_2c_Siamese_Networks_with_Tag_Similarity.ipynb ├── Part_3a_Onset_Detection.ipynb ├── Part_3b_RNN_Onset_Detection.ipynb ├── README.md ├── images └── part_2b_siamese_network.png ├── metadata ├── ismir2018_tut_part_1_genres_labels_full.csv ├── ismir2018_tut_part_1_genres_labels_subset.csv ├── ismir2018_tut_part_1_genres_labels_subset_post.csv ├── ismir2018_tut_part_1_genres_labels_subset_w_clipid.csv ├── ismir2018_tut_part_1_genres_metadata_full.csv ├── ismir2018_tut_part_1_genres_metadata_subset.csv ├── ismir2018_tut_part_1_instrumental_labels_full.csv ├── ismir2018_tut_part_1_instrumental_labels_subset.csv ├── ismir2018_tut_part_1_instrumental_labels_subset_post.csv ├── ismir2018_tut_part_1_instrumental_labels_subset_w_clipid.csv ├── ismir2018_tut_part_1_instrumental_metadata_full.csv ├── ismir2018_tut_part_1_instrumental_metadata_subset.csv ├── ismir2018_tut_part_1_moods_labels_full.csv ├── ismir2018_tut_part_1_moods_labels_subset.csv ├── ismir2018_tut_part_1_moods_labels_subset_post.csv ├── ismir2018_tut_part_1_moods_labels_subset_w_clipid.csv ├── ismir2018_tut_part_1_moods_metadata_full.csv ├── ismir2018_tut_part_1_moods_metadata_subset.csv ├── ismir2018_tut_part_2_similarity_labels_full.csv └── ismir2018_tut_part_2_similarity_labels_subset.csv ├── models ├── onsets │ ├── lr_001 │ │ ├── fold_0 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_1 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_2 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_3 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_4 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_5 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ ├── fold_6 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ │ └── fold_7 │ │ │ ├── model_best_val.h5 │ │ │ └── model_retrain_best_val.h5 │ └── lr_002 │ │ ├── fold_0 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_1 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_2 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_3 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_4 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_5 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ ├── fold_6 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 │ │ └── fold_7 │ │ ├── model_best_val.h5 │ │ └── model_retrain_best_val.h5 ├── part_1_cnn_genre.h5 ├── part_1_cnn_inst_vocal.h5 ├── part_1_cnn_inst_vocal_2.h5 ├── part_2b_siamese_network.h5 ├── 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