salu133445/ismir2019tutorial

Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

Generating Music with GANs - ISMIR 2019 Tutorial

Slides

• ismir2019-tutorial-slides.pdf

Notebooks

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

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)