mirror of
https://github.com/k2-fsa/sherpa-onnx.git
synced 2026-01-09 07:41:06 +08:00
6122a678f5
Refactors and extends model export support to include new NeMo Parakeet TDT int8 variants for English and Japanese, updating the Kotlin API, export scripts, test runners, and CI workflows. - Added support for two new int8 model types in OfflineRecognizer.kt. - Enhanced Python export scripts to perform dynamic quantization and metadata injection. - Updated shell scripts and GitHub workflows to package, test, and publish int8 model artifacts.
117 lines
4.1 KiB
YAML
117 lines
4.1 KiB
YAML
name: export-nemo-fast-conformer-ctc-to-onnx
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on:
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workflow_dispatch:
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concurrency:
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group: export-nemo-fast-conformer-hybrid-transducer-ctc-to-onnx-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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export-nemo-fast-conformer-hybrid-transducer-ctc-to-onnx:
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if: github.repository_owner == 'k2-fsa' || github.repository_owner == 'csukuangfj'
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name: Hybrid ctc streaming
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runs-on: ${{ matrix.os }}
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strategy:
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fail-fast: false
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matrix:
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os: [macos-latest]
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python-version: ["3.10"]
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steps:
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- uses: actions/checkout@v4
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- name: Setup Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install NeMo
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shell: bash
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run: |
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BRANCH='main'
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pip install git+https://github.com/NVIDIA/NeMo.git@$BRANCH#egg=nemo_toolkit[asr]
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pip install onnxruntime ipython
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pip install kaldi-native-fbank
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pip install soundfile librosa
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- name: Run
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shell: bash
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run: |
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cd scripts/nemo/fast-conformer-hybrid-transducer-ctc
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./run-ctc.sh
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mv -v sherpa-onnx-nemo* ../../..
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- name: Download test waves
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shell: bash
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run: |
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mkdir test_wavs
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pushd test_wavs
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curl -SL -O https://hf-mirror.com/csukuangfj/sherpa-onnx-nemo-ctc-en-conformer-small/resolve/main/test_wavs/0.wav
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curl -SL -O https://hf-mirror.com/csukuangfj/sherpa-onnx-nemo-ctc-en-conformer-small/resolve/main/test_wavs/1.wav
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curl -SL -O https://hf-mirror.com/csukuangfj/sherpa-onnx-nemo-ctc-en-conformer-small/resolve/main/test_wavs/8k.wav
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curl -SL -O https://hf-mirror.com/csukuangfj/sherpa-onnx-nemo-ctc-en-conformer-small/resolve/main/test_wavs/trans.txt
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popd
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names=(
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-80ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-480ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-1040ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-80ms-int8
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-480ms-int8
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-1040ms-int8
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)
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for d in ${names[@]}; do
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cp -av test_wavs $d/
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tar cjvf $d.tar.bz2 $d
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done
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- name: Release
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uses: svenstaro/upload-release-action@v2
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with:
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file_glob: true
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file: ./*.tar.bz2
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overwrite: true
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repo_name: k2-fsa/sherpa-onnx
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repo_token: ${{ secrets.UPLOAD_GH_SHERPA_ONNX_TOKEN }}
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tag: asr-models
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- name: Publish to huggingface
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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uses: nick-fields/retry@v3
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with:
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max_attempts: 20
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timeout_seconds: 200
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shell: bash
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command: |
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git config --global user.email "csukuangfj@gmail.com"
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git config --global user.name "Fangjun Kuang"
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models=(
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-80ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-480ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-1040ms
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-80ms-int8
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-480ms-int8
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sherpa-onnx-nemo-streaming-fast-conformer-ctc-en-1040ms-int8
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)
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for m in ${models[@]}; do
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rm -rf huggingface
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export GIT_LFS_SKIP_SMUDGE=1
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export GIT_CLONE_PROTECTION_ACTIVE=false
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git clone https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/$m huggingface
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cp -av $m/* huggingface
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cd huggingface
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git lfs track "*.onnx"
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git lfs track "*.wav"
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git status
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git add .
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git status
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git commit -m "first commit"
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git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/$m main
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cd ..
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done
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