Magenta-in-PyTorch

List of open-source implementations of Magenta projects in PyTorch.

Audio / Music Domain

Music Transformer

1. @jason9693 - https://github.com/jason9693/MusicTransformer-pytorch
2. @gwinndr - https://github.com/gwinndr/MusicTransformer-Pytorch

PerformanceRNN

1. @djosix - https://github.com/djosix/Performance-RNN-PyTorch

MusicVAE

1. @jlingohr - https://github.com/jlingohr/magenta-torch
2. @Variational-Autoencoder - https://github.com/Variational-Autoencoder/MusicVAE
3. @xgarcia238 - https://github.com/xgarcia238/8bit-VAE

NSynth

1. @morris-frank - https://github.com/morris-frank/nsynth-pytorch
2. @kwon-young - https://github.com/kwon-young/pytorch-nsynth (dataset loader)

GANSynth

1. @ss12f32v - https://github.com/ss12f32v/GANsynth-pytorch

DDSP - Differentiable Digital Signal Processing

1. @acids-ircam - https://github.com/acids-ircam/ddsp_pytorch

Onsets and Frames Transcription

1. @jongwook - https://github.com/jongwook/onsets-and-frames

RL Tuner

(no implementation yet)

CoCoNet - Counterpoint by Convolution

(no implementation yet)

Image Domain

SketchRNN

1. @alexis-jacq - https://github.com/alexis-jacq/Pytorch-Sketch-RNN
2. @odie2630463 - https://github.com/odie2630463/sketch_rnn

Image by Stylization

1. kewellcjj - https://github.com/kewellcjj/pytorch-multiple-style-transfer

SVG-VAE

(no implementation yet)