Generating Music with GANs - ISMIR 2019 Tutorial

December 27, 2020 ยท View on GitHub

Slides

  • ismir2019-tutorial-slides.pdf

Notebooks

  • GAN for images (MNIST Database): gan.ipynb Open In Colab
  • GAN for piano rolls (Lakh Pianoroll Dataset): musegan.ipynb Open In Colab

Related projects

  • MuseGAN
  • LeadSheetGAN

Resources

  • Pypianoroll: a Python package for handling multitrack pianorolls
  • Lakh Pianoroll Dataset (LPD): a collection of 174,154 multitrack pianorolls derived from the Lakh MIDI Dataset (LMD)

Contents

  1. 1Slides
  2. 2Notebooks
  3. 3Related projects
  4. 4Resources