├── .gitignore ├── README.md ├── examples ├── dft-examples.ipynb ├── harmonic-model-examples.ipynb ├── harmonic-transformations-examples.ipynb ├── hpr-model-examples.ipynb ├── hps-model-examples.ipynb ├── hps-morph-examples.ipynb ├── hps-transformations-examples.ipynb ├── sine-model-examples.ipynb ├── sine-transformations-examples.ipynb ├── stft-examples.ipynb ├── stft-morph-examples.ipynb ├── stochastic-model-examples.ipynb └── stochastic-transformations-examples.ipynb ├── exercises ├── E1-Python-and-sounds.ipynb ├── E10-1-Music-piece.ipynb ├── E10-2-Music-description.ipynb ├── E10-3-Multiresolution.ipynb ├── E2-Sinusoids-and-DFT.ipynb ├── E3-Fourier-properties.ipynb ├── E4-STFT.ipynb ├── E5-Sinusoidal-model.ipynb ├── E6-Harmonic-model.ipynb ├── E7-Sinusoidal-plus-residual-model.ipynb ├── E8-Sound-transformations.ipynb ├── E9-Sound-and-music-description.ipynb └── README.txt ├── interface-models ├── README.txt ├── dftModel_GUI_frame.py ├── dftModel_function.py ├── harmonicModel_GUI_frame.py ├── harmonicModel_function.py ├── hprModel_GUI_frame.py ├── hprModel_function.py ├── hpsModel_GUI_frame.py ├── hpsModel_function.py ├── models_GUI.py ├── notebook.py ├── output_sounds │ └── README.txt ├── sineModel_GUI_frame.py ├── sineModel_function.py ├── sprModel_GUI_frame.py ├── sprModel_function.py ├── spsModel_GUI_frame.py ├── spsModel_function.py ├── stft_GUI_frame.py ├── stft_function.py ├── stochasticModel_GUI_frame.py └── stochasticModel_function.py ├── interface-transformations ├── README.txt ├── harmonicTransformations_GUI_frame.py ├── harmonicTransformations_function.py ├── hpsMorph_GUI_frame.py ├── hpsMorph_function.py ├── hpsTransformations_GUI_frame.py ├── hpsTransformations_function.py ├── notebook.py ├── output_sounds │ └── README.txt ├── sineTransformations_GUI_frame.py ├── sineTransformations_function.py ├── stftMorph_GUI_frame.py ├── stftMorph_function.py ├── stochasticTransformations_GUI_frame.py ├── stochasticTransformations_function.py └── transformations_GUI.py ├── lectures ├── 01-Introduction │ ├── 1T1-Welcome.odp │ ├── 1T2-Intro-to-DSP.odp │ ├── 1T3-Course-outline.odp │ ├── 1T4-Basic-mathematics.odp │ └── plots-code │ │ ├── analog-digital.py │ │ ├── complex-sinewave.py │ │ ├── convolution.py │ │ ├── even-odd.py │ │ └── sinewave.py ├── 02-DFT │ ├── 2T1-DFT-1.odp │ ├── 2T2-DFT-2.odp │ └── plots-code │ │ ├── complex-sinewaves.py │ │ ├── dft-complex-sine-1.py │ │ ├── dft-complex-sine-2.py │ │ ├── dft-real-sine.py │ │ ├── idft.py │ │ ├── inner-product.py │ │ ├── spectrum-1.py │ │ └── spectrum-2.py ├── 03-Fourier-properties │ ├── 3T1-Fourier-properties-1.odp │ ├── 3T2-Fourier-properties-2.odp │ └── plots-code │ │ ├── anal-synth.py │ │ ├── convolution-1.py │ │ ├── convolution-2.py │ │ ├── decibels.py │ │ ├── dft-fft.py │ │ ├── fft-zero-phase.py │ │ ├── linearity.py │ │ ├── power.py │ │ ├── shift.py │ │ ├── symmetry-real-even.py │ │ ├── symmetry.py │ │ ├── unwrap.py │ │ └── zero-padding.py ├── 04-STFT │ ├── 4T1-STFT-1.odp │ ├── 4T2-STFT-2.odp │ └── plots-code │ │ ├── blackman-even-odd.py │ │ ├── blackman-harris.py │ │ ├── blackman.py │ │ ├── fft-size.py │ │ ├── hamming.py │ │ ├── hanning.py │ │ ├── ola.py │ │ ├── rectangular-1.py │ │ ├── rectangular-2.py │ │ ├── rectangular-3.py │ │ ├── sine-spectrum.py │ │ ├── spectrogram.py │ │ ├── stft-system.py │ │ ├── time-freq-compromise.py │ │ ├── window-overlap.py │ │ ├── window-size.py │ │ ├── windows-2.py │ │ └── windows.py ├── 05-Sinusoidal-model │ ├── 5T1-Sinusoidal-model-1.odp │ ├── 5T2-Sinusoidal-model-2.odp │ ├── 5T3-Sinusoidal-model-3.odp │ └── plots-code │ │ ├── hamming.py │ │ ├── parabola.py │ │ ├── peaks-on-spectrogram.py │ │ ├── sine-analysis-synthesis.py │ │ ├── sine-spectrum.py │ │ ├── sine-synthesis-periodic.py │ │ ├── sine-synthesis.py │ │ ├── sineModel-anal-synth.py │ │ ├── sineModelAnal-bendir-phase.py │ │ ├── sineModelAnal-bendir.py │ │ ├── sineModelAnal-flute.py │ │ ├── spec-sine-synthesis-lobe.py │ │ ├── spec-sine-synthesis.py │ │ ├── spectral-peaks-interpolation.py │ │ ├── spectral-peaks-zero-padding.py │ │ ├── spectral-peaks.py │ │ ├── spectral-sine-synthesis.py │ │ ├── synthesis-window-2.py │ │ ├── synthesis-window.py │ │ ├── trumpet-spectrum-hamming-1.py │ │ ├── trumpet-spectrum-hamming-2.py │ │ ├── trumpet-spectrum.py │ │ ├── two-sines-spectrum-2.py │ │ ├── two-sines-spectrum-blackman.py │ │ └── two-sines-spectrum.py ├── 06-Harmonic-model │ ├── 6T1-Harmonic-model.odp │ ├── 6T2-F0-detection.odp │ └── plots-code │ │ ├── carnatic-spectrum.py │ │ ├── f0-TWM-errors-1.py │ │ ├── f0Twm-piano.py │ │ ├── f0Yin.py │ │ ├── harmonic-inharmonic-sines.py │ │ ├── harmonicModel-analysis-synthesis.py │ │ ├── monophonic-polyphonic.py │ │ ├── oboe-autocorrelation.py │ │ ├── oboe-spectrum.py │ │ ├── piano-autocorrelation.py │ │ ├── piano-spectrum.py │ │ ├── predominantmelody-2.py │ │ ├── predominantmelody.py │ │ ├── sines-partials-harmonics-phase.py │ │ ├── sines-partials-harmonics.py │ │ ├── spectral-peaks-and-f0.py │ │ └── spectral-peaks.py ├── 07-Sinusoidal-plus-residual-model │ ├── 7T1-Stochastic-model.odp │ ├── 7T2-Sinusoidal-plus-residual-modeling.odp │ └── plots-code │ │ ├── LPC.py │ │ ├── envelope-approx.py │ │ ├── hprModelAnal-flute.py │ │ ├── hprModelFrame.py │ │ ├── hpsModel-sax-phrase.py │ │ ├── hpsModelFrame.py │ │ ├── stochasticModelAnalSynth.py │ │ ├── stochasticModelFrame.py │ │ └── stochasticSynthesisFrame.py ├── 08-Sound-transformations │ ├── 8T1-Sound-transformations-1.odp │ ├── 8T2-Sound-transformations-2.odp │ └── plots-code │ │ ├── FFT-filtering.py │ │ ├── freq-transformations.py │ │ ├── freqscale.py │ │ ├── hpr-freq-transformation.py │ │ ├── hps-morph-total.py │ │ ├── hps-morph.py │ │ ├── hps-transformation.py │ │ ├── sineModelFreqScale-orchestra.py │ │ ├── sineModelTimeScale-functions.py │ │ ├── sineModelTimeScale-mridangam.py │ │ ├── stftFiltering-orchestra.py │ │ ├── stftMorph-frame.py │ │ ├── stftMorph-orchestra.py │ │ └── timescale.py ├── 09-Sound-description │ ├── 9T1-Spectral-based-audio-features.odp │ ├── 9T2-Sound-music-description.odp │ └── plots-code │ │ ├── centroid.py │ │ ├── euclidian-distance.py │ │ ├── features.py │ │ ├── hfc.py │ │ ├── hpcp.py │ │ ├── k-means.py │ │ ├── knn.py │ │ ├── loudness.py │ │ ├── mel-scale.py │ │ ├── mfcc.py │ │ ├── pitchSalienceFunction.py │ │ ├── predominantMelody.py │ │ ├── soundAnalysis.py │ │ └── spectralFlux-onsetFunction.py ├── 10-Final-remarks │ ├── 10T1-Beyond-audio-processing.odp │ ├── 10T2-Review.odp │ ├── 10T3-MTG-UPF.odp │ └── 10T4-Goodby.odp └── README.txt ├── requirements.txt └── sounds ├── LICENSE ├── bendir.wav ├── carnatic.wav ├── cello-double-2.wav ├── cello-double.wav ├── cello-phrase.wav ├── chirp-150-190-linear.wav ├── flute-A4.wav ├── impulse-response.wav ├── mridangam.wav ├── multiSines.wav ├── oboe-A4.wav ├── ocean.wav ├── orchestra.wav ├── organ-C3.wav ├── piano.wav ├── rain.wav ├── sawtooth-440.wav ├── sax-phrase-short.wav ├── sax-phrase.wav ├── sine-1000.wav ├── sine-101.wav ├── 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