Implementation of Google's MusicLM in PyTorch

• musiclm-pytorch

  6 3,021 5.3 Python

  Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch.

https://github.com/lucidrains/musiclm-pytorch/blob/main/musi...

• audiolm-pytorch

  4 2,258 9.0 Python

  Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

This one is AudioLM modified from here https://github.com/lucidrains/audiolm-pytorch repository to support the music generation needs here.

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• jukebox

  129 7,580 0.0 Python

  Code for the paper "Jukebox: A Generative Model for Music"

  

This model is designed to output raw audio.

However, there are many models which do output midi. That's actually much simpler, and has been done already a few years ago.

I thought OpenAI did this. But then, I might misremember, because their Jukebox actually also seems to produce raw audio (https://openai.com/blog/jukebox/).

However, midi generation is so easy, you even find it in some tutorials: https://www.tensorflow.org/tutorials/audio/music_generation

• denoising-diffusion-pytorch

  11 7,075 8.5 Python

  Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Generally it's without weights, but MusicLM is also a WIP more mature implementations have descriptions on how to train them and follow ups on small scale/crowd-sourced experiments & research[1].

[1]: https://github.com/lucidrains/denoising-diffusion-pytorch

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