Model card: family README with htdemucs_ft, license + attribution
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README.md
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---
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license: mit
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---
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license: mit
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tags:
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- audio
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- music-source-separation
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- stem-separation
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- onnx
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- demucs
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---
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# HTDemucs — ONNX conversions
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ONNX conversions of the Demucs v4 (Hybrid Transformer) family, packaged for
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[SonicDemixer](https://smank.io) (on-device stem separation for macOS). All
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graphs share one contract: input `mix` `[1, 2, segmentSamples]` float32
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planar waveform → output `sources` `[1, numStems, 2, segmentSamples]`,
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opset 17, STFT/iSTFT embedded in the graph (no complex dtypes).
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| File | Stems | Notes |
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|---|---|---|
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| `htdemucs.onnx` | drums, bass, other, vocals | baseline 4-stem |
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| `htdemucs_6s.onnx` | + guitar, piano | 6-source variant |
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| `htdemucs_ft.onnx` | drums, bass, other, vocals | the fine-tuned bag's four per-source models fused into ONE graph — each submodel contributes its specialty stem (mapping verified against the bag weights). Higher quality, ~4× the compute. |
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Integrity: files are LFS-tracked; the LFS OID is the SHA-256 that consuming
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apps verify after download.
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## License & attribution
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MIT. These are derivative conversions of:
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- **Demucs / HTDemucs** — code and pretrained weights © Meta Platforms (FAIR),
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MIT. https://github.com/facebookresearch/demucs
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- **ONNX-exportable HTDemucs + conv-based STFT/iSTFT** — Mixxx Development
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Team demucs fork (GSoC 2025, Anmol Mishra), MIT.
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https://github.com/mixxxdj/demucs
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Conversion scripts: `tools/model-conversion/` in the SonicDemixer repository.
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