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Browse files- README.md +93 -0
- metadata.jsonl +0 -0
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README.md
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---
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pretty_name: MSR Challenge 2025 Evaluation Set
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license: cc-by-nc-4.0
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task_categories:
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- audio-to-audio
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language:
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- zxx
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size_categories:
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- 1K<n<10K
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tags:
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- music
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- audio-restoration
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- source-separation
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---
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# MSR Challenge 2025 Evaluation Set
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This repository contains the held-out evaluation audio distributed for the inaugural Music Source Restoration (MSR) Challenge associated with ICASSP 2026. The task is to recover an unprocessed musical source from a professionally produced or otherwise degraded mixture.
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The release has 1,496 stereo mixture clips across eight instrument classes. Reference targets are available for 1,128 examples; the remaining 368 examples are mixture-only because the organizer archive did not include references for the cylinder, live, or radio subsets.
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## Dataset structure
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```text
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./
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├── metadata.jsonl
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├── mixtures/
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│ └── {instrument}/{file_id}.flac
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└── targets/
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└── {instrument}/{file_id}.flac
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```
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All audio is stereo FLAC at 48 kHz and 10 seconds long. Mixtures and targets retain their original encoded bit depths.
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| Subset | Mixtures | Targets | Description |
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|---|---:|---:|---|
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| `non-blind` | 1,000 | 1,000 | Organizer non-blind evaluation material |
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| 38 |
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| `streaming` | 128 | 128 | Lossy-codec conditions |
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| `cylinder` | 112 | 0 | Historical cylinder recordings |
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| `live` | 128 | 0 | Live/acoustic degradation condition |
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| `radio` | 128 | 0 | Radio degradation condition |
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| **Total** | **1,496** | **1,128** | |
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Instrument counts are 189 each for Bass, Drums, Guitars, Keyboards, Orchestral Elements, Percussions, and Vocals, and 173 for Synthesizers.
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## Metadata fields
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- `file_id`: stable identifier used by the organizer archives.
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- `mixture_file_name`: relative path to the input audio.
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- `target_file_name`: relative path to the reference audio, or `null` when unavailable.
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| 51 |
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- `has_target`: whether a reference is included.
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| 52 |
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- `subset`: `non-blind`, `streaming`, `cylinder`, `live`, or `radio`.
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| 53 |
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- `instrument`: target instrument class.
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- `augmentation_type`, `augmentation_code`: codec/augmentation description when present.
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## Intended use
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This dataset is intended for evaluation of music source restoration and related source-separation or audio-restoration systems. Do not treat the mixture-only examples as having negative or silent targets. Users should report results separately by subset and instrument where possible.
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## Citation
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Please cite the challenge summary when using this evaluation set. The original MSR task paper and the related MSRBench paper are also included below.
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```bibtex
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@inproceedings{zang2026msrchallenge,
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title = {Summary of the Inaugural Music Source Restoration Challenge},
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author = {Zang, Yongyi and Hai, Jiarui and Ge, Wanying and Kong, Qiuqiang and Dai, Zheqi and Wang, Helin and Mitsufuji, Yuki and Plumbley, Mark D.},
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booktitle = {ICASSP 2026--2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
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| 69 |
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pages = {21853--21855},
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| 70 |
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year = {2026},
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| 71 |
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doi = {10.1109/ICASSP55912.2026.11462762}
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}
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@inproceedings{zang2025music,
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title = {Music Source Restoration},
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author = {Zang, Yongyi and Dai, Zheqi and Plumbley, Mark D. and Kong, Qiuqiang},
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| 77 |
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booktitle = {2025 IEEE International Workshop on Multimedia Signal Processing (MMSP)},
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| 78 |
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pages = {138--143},
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| 79 |
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year = {2025},
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| 80 |
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doi = {10.1109/MMSP64401.2025.11324269}
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| 81 |
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}
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| 82 |
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@inproceedings{zang2026msrbench,
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title = {MSRBench: A Benchmarking Dataset for Music Source Restoration},
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| 85 |
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author = {Zang, Yongyi and Hai, Jiarui and Ge, Wanying and Dai, Zheqi and Wang, Helin and Mitsufuji, Yuki and Kong, Qiuqiang and Plumbley, Mark D.},
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| 86 |
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booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
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| 87 |
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year = {2026}
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| 88 |
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}
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```
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## License
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This dataset is licensed under the [Creative Commons Attribution-NonCommercial 4.0 International License](https://creativecommons.org/licenses/by-nc/4.0/).
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metadata.jsonl
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mixtures/Percussions/cyl_Percussions_004.flac
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