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Please consider giving back to the community if you have benefited from this work.

If you've benefited commercially from this work, which we've poured significant effort into and released under permissive licenses, we hope you've found it valuable! While these licenses give you lots of freedom, we believe in nurturing a vibrant ecosystem where innovation can continue to flourish.

So, as a gesture of appreciation and responsibility, we strongly urge commercial entities that have gained from this software to consider making voluntary contributions to music-related non-profit organizations of your choice. Your contribution directly helps support the foundational work that empowers your commercial success and ensures open-source innovation keeps moving forward.

Some suggestions for the beneficiaries are provided here. Please do not hesitate to contribute to the list by opening pull requests there.


Divide and Remaster v3

Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.

The major changes from DnR v2 are as follows:

  • the dialogue stem now contains content from more than 30 languages across various language families;
  • speech, vocals, and/or vocalizations have been removed from the music and effects stems;
  • loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;
  • the mastering process now preserves relative loudness between stems and approximates standard industry practices.

See wiki for instructions on using this dataset.

Model

For the model trained on DnR v3, go here

Recreating the dataset

The source code for recreating the dataset in in dnr-v3.

License

Divide and Remaster v3 is released under the CC BY-SA 4.0 license. See wiki for full license information of each source dataset.

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