Welcome to the website for the tutorial “Generating Music with GANs—An Overview and Case Studies” at ISMIR 2019 (November 4th at Delft, The Netherlands).

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)