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Resources

In doing this project, we used several digital signal processing tools from both inside and outside of EECS 351:

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  • Short-time Fourier transforms (STFT) and inverse short-time Fourier transforms (ISTFT)

  • Spectrograms and Mel spectrograms

  • Non-negative matrix factorization (NMF) and harmonic-percussive source separation (HPSS)

  • Librosa, Spleeter, mir_eval, soundfile, sklearn, and Google Colab

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