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autotune-classifier

Refer to main.ipynb for plots and figures about our current progress:

  • Vocal stems extraction
  • Fundamental frequency tracking
  • Spectrogram + pitch contour plots
  • Data generation with segmented plots
  • Data generation with PSOLA autotune algorithm
  • Binary classifier with Convolutional Neural Networks
  • Training pipeline
  • Analysis of results

    Setup Instructions:
pip install
conda install -c conda-forge ffmpeg libsndfile
pip install spleeter

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CNN classifier for autotune in popular music

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