Reproduction repository for the MDX 2021 Hybrid Demucs model

Last update: Dec 18, 2022

Related tags

Miscellaneous mdx21_demucs

Overview

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

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.

Owner

Alexandre Défossez

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