Handle NaN embeddings in speaker diarization. #1427
Workflow file for this run
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| name: Python offline websocket server | |
| on: | |
| push: | |
| branches: | |
| - master | |
| paths: | |
| - '.github/workflows/test-python-offline-websocket-server.yaml' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'sherpa-onnx/csrc/*' | |
| - 'sherpa-onnx/python/**' | |
| pull_request: | |
| branches: | |
| - master | |
| paths: | |
| - '.github/workflows/test-python-offline-websocket-server.yaml' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'sherpa-onnx/csrc/*' | |
| - 'sherpa-onnx/python/**' | |
| workflow_dispatch: | |
| concurrency: | |
| group: python-offline-websocket-server-${{ github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| jobs: | |
| python_offline_websocket_server: | |
| runs-on: ${{ matrix.os }} | |
| name: ${{ matrix.os }} ${{ matrix.python-version }} ${{ matrix.model_type }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-20.04, ubuntu-22.04, windows-latest, macos-latest, macos-14] | |
| python-version: ["3.10"] | |
| model_type: ["transducer", "paraformer", "nemo_ctc", "whisper", "tdnn"] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - name: ccache | |
| uses: hendrikmuhs/[email protected] | |
| with: | |
| key: ${{ matrix.os }}-python-${{ matrix.python-version }} | |
| - name: Setup Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Python dependencies | |
| shell: bash | |
| run: | | |
| python3 -m pip install --upgrade pip numpy pypinyin sentencepiece setuptools wheel | |
| - name: Install sherpa-onnx | |
| shell: bash | |
| run: | | |
| export CMAKE_CXX_COMPILER_LAUNCHER=ccache | |
| export PATH="/usr/lib/ccache:/usr/local/opt/ccache/libexec:$PATH" | |
| cmake --version | |
| python3 -m pip install . | |
| python3 -m pip install websockets | |
| - name: Start server for transducer models | |
| if: matrix.model_type == 'transducer' | |
| shell: bash | |
| run: | | |
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-zipformer-en-2023-06-26.tar.bz2 | |
| tar xvf sherpa-onnx-zipformer-en-2023-06-26.tar.bz2 | |
| rm sherpa-onnx-zipformer-en-2023-06-26.tar.bz2 | |
| python3 ./python-api-examples/non_streaming_server.py \ | |
| --encoder ./sherpa-onnx-zipformer-en-2023-06-26/encoder-epoch-99-avg-1.onnx \ | |
| --decoder ./sherpa-onnx-zipformer-en-2023-06-26/decoder-epoch-99-avg-1.onnx \ | |
| --joiner ./sherpa-onnx-zipformer-en-2023-06-26/joiner-epoch-99-avg-1.onnx \ | |
| --tokens ./sherpa-onnx-zipformer-en-2023-06-26/tokens.txt & | |
| echo "sleep 10 seconds to wait the server start" | |
| sleep 10 | |
| - name: Start client for transducer models | |
| if: matrix.model_type == 'transducer' | |
| shell: bash | |
| run: | | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-paralell.py \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/0.wav \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/1.wav \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/8k.wav | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-sequential.py \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/0.wav \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/1.wav \ | |
| ./sherpa-onnx-zipformer-en-2023-06-26/test_wavs/8k.wav | |
| - name: Start server for paraformer models | |
| if: matrix.model_type == 'paraformer' && matrix.os != 'windows-latest' | |
| shell: bash | |
| run: | | |
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-paraformer-zh-2023-09-14.tar.bz2 | |
| tar xvf sherpa-onnx-paraformer-zh-2023-09-14.tar.bz2 | |
| rm sherpa-onnx-paraformer-zh-2023-09-14.tar.bz2 | |
| python3 ./python-api-examples/non_streaming_server.py \ | |
| --paraformer ./sherpa-onnx-paraformer-zh-2023-09-14/model.int8.onnx \ | |
| --tokens ./sherpa-onnx-paraformer-zh-2023-09-14/tokens.txt & | |
| echo "sleep 10 seconds to wait the server start" | |
| sleep 10 | |
| - name: Start client for paraformer models | |
| if: matrix.model_type == 'paraformer' && matrix.os != 'windows-latest' | |
| shell: bash | |
| run: | | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-paralell.py \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/0.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/1.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/2.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/8k.wav | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-sequential.py \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/0.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/1.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/2.wav \ | |
| ./sherpa-onnx-paraformer-zh-2023-09-14/test_wavs/8k.wav | |
| - name: Start server for nemo_ctc models | |
| if: matrix.model_type == 'nemo_ctc' | |
| shell: bash | |
| run: | | |
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-nemo-ctc-en-conformer-medium.tar.bz2 | |
| tar xvf sherpa-onnx-nemo-ctc-en-conformer-medium.tar.bz2 | |
| rm sherpa-onnx-nemo-ctc-en-conformer-medium.tar.bz2 | |
| python3 ./python-api-examples/non_streaming_server.py \ | |
| --nemo-ctc ./sherpa-onnx-nemo-ctc-en-conformer-medium/model.onnx \ | |
| --tokens ./sherpa-onnx-nemo-ctc-en-conformer-medium/tokens.txt & | |
| echo "sleep 10 seconds to wait the server start" | |
| sleep 10 | |
| - name: Start client for nemo_ctc models | |
| if: matrix.model_type == 'nemo_ctc' | |
| shell: bash | |
| run: | | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-paralell.py \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/0.wav \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/1.wav \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/8k.wav | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-sequential.py \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/0.wav \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/1.wav \ | |
| ./sherpa-onnx-nemo-ctc-en-conformer-medium/test_wavs/8k.wav | |
| - name: Start server for whisper models | |
| if: matrix.model_type == 'whisper' | |
| shell: bash | |
| run: | | |
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-whisper-tiny.en.tar.bz2 | |
| tar xvf sherpa-onnx-whisper-tiny.en.tar.bz2 | |
| rm sherpa-onnx-whisper-tiny.en.tar.bz2 | |
| python3 ./python-api-examples/non_streaming_server.py \ | |
| --whisper-encoder=./sherpa-onnx-whisper-tiny.en/tiny.en-encoder.onnx \ | |
| --whisper-decoder=./sherpa-onnx-whisper-tiny.en/tiny.en-decoder.onnx \ | |
| --tokens=./sherpa-onnx-whisper-tiny.en/tiny.en-tokens.txt & | |
| echo "sleep 10 seconds to wait the server start" | |
| sleep 10 | |
| - name: Start client for whisper models | |
| if: matrix.model_type == 'whisper' | |
| shell: bash | |
| run: | | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-paralell.py \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/0.wav \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/1.wav \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/8k.wav | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-sequential.py \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/0.wav \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/1.wav \ | |
| ./sherpa-onnx-whisper-tiny.en/test_wavs/8k.wav | |
| - name: Start server for tdnn models | |
| if: matrix.model_type == 'tdnn' | |
| shell: bash | |
| run: | | |
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-tdnn-yesno.tar.bz2 | |
| tar xvf sherpa-onnx-tdnn-yesno.tar.bz2 | |
| rm sherpa-onnx-tdnn-yesno.tar.bz2 | |
| python3 ./python-api-examples/non_streaming_server.py \ | |
| --tdnn-model=./sherpa-onnx-tdnn-yesno/model-epoch-14-avg-2.onnx \ | |
| --tokens=./sherpa-onnx-tdnn-yesno/tokens.txt \ | |
| --sample-rate=8000 \ | |
| --feat-dim=23 & | |
| echo "sleep 10 seconds to wait the server start" | |
| sleep 10 | |
| - name: Start client for tdnn models | |
| if: matrix.model_type == 'tdnn' | |
| shell: bash | |
| run: | | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-paralell.py \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_0_1_0_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_0_0_1_0.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_0_1_1_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_1_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_1_0_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_1_0_1_1_0.wav | |
| python3 ./python-api-examples/offline-websocket-client-decode-files-sequential.py \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_0_1_0_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_0_0_1_0.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_0_1_1_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_0_1_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_1_0_0_0_1.wav \ | |
| ./sherpa-onnx-tdnn-yesno/test_wavs/0_0_1_1_0_1_1_0.wav |