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Generating Music with GANs | ISMIR 2019 tutorial
UC San Diego & Academia Sinica
Taiwan AI Labs & Academia Sinica
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
Notebooks
- GAN for images (MNIST Database):
gan.ipynb - GAN for piano rolls (Lakh Pianoroll Dataset):
musegan.ipynb
Related projects
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)