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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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+
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+ # MuScriptor — multi-instrument music transcription (MAESTRO mirror)
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+
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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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+
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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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+
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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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+
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+ ## License
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+
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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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+
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+ ## Citation
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+
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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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+ ```