/mdx21_demucs

Reproduction repository for the MDX 2021 Hybrid Demucs model

Primary LanguagePythonMIT LicenseMIT

Submission

This is the submission for MDX 2021 Track A, for Track B go to the track_b branch.

Submission Summary

  • Submission ID: 151378

  • Submitter: defossez

  • Final rank: 1th place on leaderboard A

  • Final scores on MDXDB21:

    SDR_song SDR_bass SDR_drums SDR_other SDR_vocals
    7.33 8.12 8.04 5.19 7.97

Model Summary

This model is a combination of 4 Demucs models: 2 hybrid and 2 regular. For more details, checkout the Demucs Model Zoo.

Reproduction

How to reproduce the submission

Follow the instructions in test_demucs.py.

Reproducing training

Go checkout the Demucs training documentation and the Hybrid Demucs paper.

License

This code is released under the MIT license, see the LICENSE file for more details.