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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

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)

About

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

salu133445.github.io/ismir2019tutorial/

music machine-learning pytorch generative-adversarial-network gan music-generation

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