Papers › Jukebox: A Generative Model for Music

Jukebox: A Generative Model for Music

30 Apr 2020Preprint 2020 4arXiv:2005.00341archive 2025-07-28

Prafulla Dhariwal, Heewoo Jun, Christine Payne, Jong Wook Kim, Alec Radford, Ilya Sutskever

We introduce Jukebox, a model that generates music with singing in the raw audio domain. We tackle the long context of raw audio using a multi-scale VQ-VAE to compress it to discrete codes, and modeling those using autoregressive Transformers. We show that the combined model at scale can generate high-fidelity and diverse songs with coherence up to multiple minutes. We can condition on artist and genre to steer the musical and vocal style, and on unaligned lyrics to make the singing more controllable. We are releasing thousands of non cherry-picked samples at https://jukebox.openai.com, along with model weights and code at https://github.com/openai/jukebox

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openai/jukebox officialmentioned in papermentioned on GitHubpytorchNOASSERTION report
Broccaloo/Jukebox_mod mentioned on GitHubpytorchNOASSERTION report
Deskaunedsei1983/jukebox-openai mentioned on GitHubpytorchNOASSERTION report
dortenenboim314/cyclic-jukebox mentioned on GitHubpytorchNOASSERTION report
elsalmi/qiskit mentioned on GitHub report
inzva/music-generation mentioned on GitHubMIT report
kcrosley-leisurelabs/jukebox-reduce-log mentioned on GitHubpytorchNOASSERTION report
picopicodragon/jukebox mentioned on GitHubpytorchNOASSERTION report
picopicodragon/jukebox_plain mentioned on GitHubpytorchNOASSERTION report
tdunity/fixedjukebox mentioned on GitHubpytorchNOASSERTION report
wzaielamri/unmix mentioned on GitHubpytorchNOASSERTION report

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ConvolutionDense ConnectionsDilated ConvolutionJukeboxLayer NormalizationPosition-Wise Feed-Forward LayerResidual ConnectionVQ-VAE

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