mirror: README.md
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README.md
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---
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license: cc-by-nc-4.0
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tags:
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- music-transcription
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- audio-to-midi
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- multi-instrument
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- music
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- mirror
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---
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# MuScriptor — multi-instrument music transcription (MAESTRO mirror)
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Mirror of [MuScriptor](https://huggingface.co/MuScriptor) (Kyutai × Mirelo),
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laid out for MAESTRO's download-on-demand loader:
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| path | upstream | notes |
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| --- | --- | --- |
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| `small/` | [MuScriptor/muscriptor-small](https://huggingface.co/MuScriptor/muscriptor-small) | 103M params, CPU-capable |
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| `medium/` | [MuScriptor/muscriptor-medium](https://huggingface.co/MuScriptor/muscriptor-medium) | 307M params, default |
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| `large/` | [MuScriptor/muscriptor-large](https://huggingface.co/MuScriptor/muscriptor-large) | 1.4B params, most accurate |
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| `shared/beat_this_final0.ckpt` | [CPJKU/beat_this](https://github.com/CPJKU/beat_this) `final0` | tempo / downbeat tracker (MIT) |
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| `shared/MuseScore_General.sf2` | [MuScriptor/assets](https://huggingface.co/MuScriptor/assets) | soundfont for the A/B audition (MIT) |
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Weights are byte-identical to upstream (sha256-verified at mirror time).
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Inference code: [muscriptor/muscriptor](https://github.com/muscriptor/muscriptor) (MIT).
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## License
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Model weights: **CC BY-NC 4.0** (non-commercial), as published by Kyutai ×
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Mirelo. This mirror adds no restrictions. beat_this and the soundfont are MIT.
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## Citation
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```bibtex
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@misc{rouard2026muscriptoropenmodelmultiinstrument,
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title={MuScriptor: An Open Model for Multi-Instrument Music Transcription},
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author={Simon Rouard and Michael Krause and Axel Roebel and Carl-Johann Simon-Gabriel and Alexandre Défossez},
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year={2026}, eprint={2607.08168}, archivePrefix={arXiv}, primaryClass={cs.SD},
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url={https://arxiv.org/abs/2607.08168},
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}
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```
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