MusicDemixingBenchmarks/drumsep5

Music Demixing Benchmarks Drums Separation (5 stems)

Unofficial, unpacked mirror of MVSep Quality Checker Drums Separation (5 stems) dataset.

• Drums Separation (5 stems) Leaderboard (Kick)
• Official zip file: 0.5 GB

Download

hf CLI and the huggingface_hub Python package are orders of magnitude faster than git.

• Use
  • Hugging Face Command Line Interface (CLI)
  • git
  • huggingface_hub Python package
• Choose
  • individual files
  • all files in the repository
  • subsets of files with filename pattern matching (fnmatch)
• Read more
  • Hugging Face download guide
  • Hugging Face repository and Git guide

Remember to use --repo-type dataset or repo_type='dataset'

Example

filenames_mixture: list[str] = ...

submissionDatasetType: str = ...

pathRoot: str = huggingface_hub.snapshot_download(f'MusicDemixingBenchmarks/{submissionDatasetType}'
                    , repo_type = 'dataset'
                    , allow_patterns = filenames_mixture
                )

pathFilenames_mixture: list[str] = list(map(partial(fs.path.combine, pathRoot), filenames_mixture))

Genesis

@misc{solovyev2024benchmarksleaderboardssounddemixing,
      title={Benchmarks and leaderboards for sound demixing tasks},
      author={Roman Solovyev and Alexander Stempkovskiy and Tatiana Habruseva},
      year={2024},
      eprint={2305.07489},
      archivePrefix={arXiv},
      primaryClass={cs.SD},
      url={https://arxiv.org/abs/2305.07489},
}