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test-python-offline-websocket-server.yaml
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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