Datasets:
Tasks:
Audio-to-Audio
Modalities:
Audio
Formats:
soundfolder
Size:
< 1K
ArXiv:
Tags:
audio
audio-to-audio
source-separation
audio-source-separation
music-source-separation
music-demixing
License:
File size: 2,317 Bytes
4628464 bd156fe 4628464 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 | ---
pretty_name: Music Demixing Benchmarks Phantom Center
tags:
- audio
- audio-to-audio
- source-separation
- audio-source-separation
- music-source-separation
- music-demixing
- benchmark
- leaderboard
- objective-evaluation
- objective-metrics
- mvsep
- quality-checker
license: other
task_categories:
- audio-to-audio
size_categories:
- n<1K
---
# Music Demixing Benchmarks Phantom Center
Unofficial, unpacked mirror of MVSep Quality Checker [Phantom Center dataset](https://mvsep.com/quality_checker/custom_leaderboards).
- [Phantom Center Leaderboard (Center)](https://mvsep.com/quality_checker/leaderboard/phantom_center/?sort=center)
- Official zip file: [0.3 GB](https://mvsep.com/storage/public/phantom_center_mixtures.zip)
## Download
**`hf` CLI and the `huggingface_hub` Python package are orders of magnitude faster than `git`.**
- Use
- Hugging Face [Command Line Interface (CLI)](https://huggingface.co/docs/huggingface_hub/guides/cli)
- git
- `huggingface_hub` [Python package](https://huggingface.co/docs/huggingface_hub/installation)
- Choose
- individual files
- all files in the repository
- subsets of files with filename pattern matching ([fnmatch](https://docs.python.org/3/library/fnmatch.html))
- Read more
- Hugging Face [download guide](https://huggingface.co/docs/huggingface_hub/guides/download)
- Hugging Face [repository and Git guide](https://huggingface.co/docs/hub/repositories-getting-started)
## Remember to use `--repo-type dataset` or `repo_type='dataset'`
## Example
```python
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
```bibtex
@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},
}
```
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