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--- |
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library_name: coreml |
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pipeline_tag: automatic-speech-recognition |
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tags: |
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- coreml |
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- speech-recognition |
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- sensevoice |
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- asr |
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license: other |
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license_name: funasr-model-license |
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license_link: https://github.com/modelscope/FunASR/blob/main/MODEL_LICENSE |
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language: |
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- zh |
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- en |
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- ja |
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- ko |
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- yue |
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--- |
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# SenseVoiceSmall-coreml |
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[Hugging Face](https://huggingface.co/mefengl/SenseVoiceSmall-coreml) | [GitHub](https://github.com/mefengl/SenseVoiceSmall-coreml) |
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CoreML artifact for **SenseVoiceSmall**. |
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- Upstream model: https://huggingface.co/FunAudioLLM/SenseVoiceSmall |
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- Upstream code: https://github.com/FunAudioLLM/SenseVoice |
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## Download |
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```bash |
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uvx hf download mefengl/SenseVoiceSmall-coreml --local-dir . \ |
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--include "coreml/SenseVoiceSmall.mlmodelc.zip" \ |
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--include "config.json" \ |
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--include "checksums.sha256" |
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``` |
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## Verify |
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```bash |
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make verify |
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``` |
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## Optional: generate CoreML `.mlpackage` |
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A CoreML conversion of SenseVoiceSmall, using the upstream model definition. |
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```bash |
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# clones upstream code into ./.upstream/SenseVoice automatically |
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make convert DEPLOYMENT_TARGET=macOS15 |
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# output: ./.coreml-build/SenseVoiceSmall.mlpackage |
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``` |
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## Optional: rebuild `coreml/SenseVoiceSmall.mlmodelc.zip` from a `.mlpackage` |
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macOS + Xcode required. |
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```bash |
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make build |
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make inspect |
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make verify |
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``` |
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## Optional: compare (numeric) |
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Compare the CoreML output against the original PyTorch model. |
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```bash |
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make compare \ |
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MLPACKAGE=.coreml-build/SenseVoiceSmall.mlpackage |
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# SENSEVOICE_REPO defaults to ./.upstream/SenseVoice (auto-cloned by `make upstream`) |
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``` |
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