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Feature Day-2 ONNX repos (bass/other/vocals + bag)

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  | [htdemucs-ft-drums-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-drums-pytorch) | Model | βœ… live | Drums specialist sub-model. ~160 MB, ~2.6Γ— faster than the full bag, identical drum SDR. For drum extraction, beat transcription, sample-pack creation. |
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  | [htdemucs-ft-bass-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-bass-pytorch) | Model | βœ… live | Bass specialist sub-model. Same speed/quality story as drums. For bassline transcription and mix rebalancing. |
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  | [htdemucs-ft-other-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-other-pytorch) | Model | βœ… live | "Other" / instrumental specialist. Pair with the vocals model for karaoke, sample-flipping, music-bed extraction. |
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- | [htdemucs-ft-drums-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-drums-onnx) | Model | βœ… live | **First working ONNX export of HT-Demucs on the Hub.** Runs in `onnxruntime` CPU/CoreML/CUDA/DirectML with no PyTorch required. 1.31Γ— faster than PyTorch CPU. For iOS/Android/web deployment. |
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- | Remaining stem ONNX exports + INT8 quant | Models | 🚧 in progress | bass/other/vocals ONNX + mobile-quantized variants β€” Day 2-3 of the ONNX project. |
 
 
 
 
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  | Demo Space | Space | 🚧 in progress | Upload a track, pick a model, compare separations in your browser. |
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  | Live leaderboard Space | Space | πŸ“‹ planned | Community-submittable, continuously evaluated leaderboard for stem separation. |
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  | [htdemucs-ft-drums-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-drums-pytorch) | Model | βœ… live | Drums specialist sub-model. ~160 MB, ~2.6Γ— faster than the full bag, identical drum SDR. For drum extraction, beat transcription, sample-pack creation. |
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  | [htdemucs-ft-bass-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-bass-pytorch) | Model | βœ… live | Bass specialist sub-model. Same speed/quality story as drums. For bassline transcription and mix rebalancing. |
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  | [htdemucs-ft-other-pytorch](https://huggingface.co/StemSplitio/htdemucs-ft-other-pytorch) | Model | βœ… live | "Other" / instrumental specialist. Pair with the vocals model for karaoke, sample-flipping, music-bed extraction. |
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+ | [htdemucs-ft-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-onnx) | Model | βœ… live | **First complete ONNX export of HT-Demucs FT on the Hub.** All 4 specialists + numpy bag aggregator in one repo. Runs in `onnxruntime` CPU/CoreML/CUDA/DirectML, no PyTorch required. |
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+ | [htdemucs-ft-drums-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-drums-onnx) | Model | βœ… live | Drums specialist ONNX. ~75% smaller / 4Γ— faster than the full bag if you only need drums. |
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+ | [htdemucs-ft-bass-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-bass-onnx) | Model | βœ… live | Bass specialist ONNX. For bassline transcription, mix rebalancing. |
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+ | [htdemucs-ft-other-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-other-onnx) | Model | βœ… live | Other/instrumental specialist ONNX. Pair with vocals ONNX for karaoke. |
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+ | [htdemucs-ft-vocals-onnx](https://huggingface.co/StemSplitio/htdemucs-ft-vocals-onnx) | Model | βœ… live | **#1 open-source vocal SDR** (9.19 dB) as ONNX. The defensible centerpiece for iOS/Android vocal-removal apps. |
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+ | CoreML EP profiling + INT8 quantization | Models | 🚧 in progress | Mobile-quantized variants and CoreML benchmarks β€” Day 3 of the ONNX project. |
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  | Demo Space | Space | 🚧 in progress | Upload a track, pick a model, compare separations in your browser. |
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  | Live leaderboard Space | Space | πŸ“‹ planned | Community-submittable, continuously evaluated leaderboard for stem separation. |
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