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C api example for sense voice (#1165)
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| Original file line number | Diff line number | Diff line change |
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| name: c-api | ||
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| on: | ||
| push: | ||
| branches: | ||
| - master | ||
| tags: | ||
| - 'v[0-9]+.[0-9]+.[0-9]+*' | ||
| paths: | ||
| - '.github/workflows/c-api.yaml' | ||
| - 'CMakeLists.txt' | ||
| - 'cmake/**' | ||
| - 'sherpa-onnx/csrc/*' | ||
| - 'sherpa-onnx/c-api/*' | ||
| - 'c-api-examples/**' | ||
| pull_request: | ||
| branches: | ||
| - master | ||
| paths: | ||
| - '.github/workflows/c-api.yaml' | ||
| - 'CMakeLists.txt' | ||
| - 'cmake/**' | ||
| - 'sherpa-onnx/csrc/*' | ||
| - 'sherpa-onnx/c-api/*' | ||
| - 'c-api-examples/**' | ||
|
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| workflow_dispatch: | ||
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| concurrency: | ||
| group: c-api-${{ github.ref }} | ||
| cancel-in-progress: true | ||
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| jobs: | ||
| c_api: | ||
| name: ${{ matrix.os }} | ||
| runs-on: ${{ matrix.os }} | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| os: [ubuntu-latest, macos-latest] | ||
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| steps: | ||
| - uses: actions/checkout@v4 | ||
| with: | ||
| fetch-depth: 0 | ||
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| - name: ccache | ||
| uses: hendrikmuhs/[email protected] | ||
| with: | ||
| key: ${{ matrix.os }}-c-api-shared | ||
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| - name: Build sherpa-onnx | ||
| shell: bash | ||
| run: | | ||
| export CMAKE_CXX_COMPILER_LAUNCHER=ccache | ||
| export PATH="/usr/lib/ccache:/usr/local/opt/ccache/libexec:$PATH" | ||
| cmake --version | ||
| mkdir build | ||
| cd build | ||
| cmake \ | ||
| -D CMAKE_BUILD_TYPE=Release \ | ||
| -D BUILD_SHARED_LIBS=ON \ | ||
| -D CMAKE_INSTALL_PREFIX=./install \ | ||
| -D SHERPA_ONNX_ENABLE_BINARY=OFF \ | ||
| .. | ||
| make -j2 install | ||
| ls -lh install/lib | ||
| ls -lh install/include | ||
| if [[ ${{ matrix.os }} == ubuntu-latest ]]; then | ||
| ldd ./install/lib/libsherpa-onnx-c-api.so | ||
| echo "---" | ||
| readelf -d ./install/lib/libsherpa-onnx-c-api.so | ||
| fi | ||
| if [[ ${{ matrix.os }} == macos-latest ]]; then | ||
| otool -L ./install/lib/libsherpa-onnx-c-api.dylib | ||
| fi | ||
| - name: Test sense-voice | ||
| shell: bash | ||
| run: | | ||
| gcc -o sense-voice-c-api ./c-api-examples/sense-voice-c-api.c \ | ||
| -I ./build/install/include \ | ||
| -L ./build/install/lib/ \ | ||
| -l sherpa-onnx-c-api \ | ||
| -l onnxruntime | ||
| ls -lh sense-voice-c-api | ||
| if [[ ${{ matrix.os }} == ubuntu-latest ]]; then | ||
| ldd ./sense-voice-c-api | ||
| echo "----" | ||
| readelf -d ./sense-voice-c-api | ||
| fi | ||
| # Now download models | ||
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| tar xvf sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| rm sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| ls -lh sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17 | ||
| echo "---" | ||
| ls -lh sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs | ||
| export LD_LIBRARY_PATH=$PWD/build/install/lib:$LD_LIBRARY_PATH | ||
| export DYLD_LIBRARY_PATH=$PWD/build/install/lib:$DYLD_LIBRARY_PATH | ||
| ./sense-voice-c-api | ||
| rm -rf sherpa-onnx-sense-voice-* | ||
| - name: Test whisper | ||
| shell: bash | ||
| run: | | ||
| gcc -o whisper-c-api ./c-api-examples/whisper-c-api.c \ | ||
| -I ./build/install/include \ | ||
| -L ./build/install/lib/ \ | ||
| -l sherpa-onnx-c-api \ | ||
| -l onnxruntime | ||
| ls -lh whisper-c-api | ||
| if [[ ${{ matrix.os }} == ubuntu-latest ]]; then | ||
| ldd ./whisper-c-api | ||
| echo "----" | ||
| readelf -d ./whisper-c-api | ||
| fi | ||
| curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-whisper-tiny.tar.bz2 | ||
| tar xvf sherpa-onnx-whisper-tiny.tar.bz2 | ||
| rm sherpa-onnx-whisper-tiny.tar.bz2 | ||
| ls -lh sherpa-onnx-whisper-tiny | ||
| echo "---" | ||
| ls -lh sherpa-onnx-whisper-tiny/test_wavs | ||
| export LD_LIBRARY_PATH=$PWD/build/install/lib:$LD_LIBRARY_PATH | ||
| export DYLD_LIBRARY_PATH=$PWD/build/install/lib:$DYLD_LIBRARY_PATH | ||
| ./whisper-c-api | ||
| rm -rf sherpa-onnx-whisper-* |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,86 @@ | ||
| // c-api-examples/sense-voice-c-api.c | ||
| // | ||
| // Copyright (c) 2024 Xiaomi Corporation | ||
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| // | ||
| // This file demonstrates how to use SenseVoice with sherpa-onnx's C API. | ||
| // clang-format off | ||
| // | ||
| // wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| // tar xvf sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| // rm sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2 | ||
| // | ||
| // clang-format on | ||
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| #include <stdio.h> | ||
| #include <stdlib.h> | ||
| #include <string.h> | ||
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| #include "sherpa-onnx/c-api/c-api.h" | ||
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| int32_t main() { | ||
| // You can find more test waves from | ||
| // https://hf-mirror.com/spaces/k2-fsa/spoken-language-identification/tree/main/test_wavs | ||
| const char *wav_filename = | ||
| "./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs/en.wav"; | ||
| const char *model_filename = | ||
| "./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/model.int8.onnx"; | ||
| const char *tokens_filename = | ||
| "./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/tokens.txt"; | ||
| const char *language = "auto"; | ||
| const char *provider = "cpu"; | ||
| int32_t use_inverse_text_normalization = 1; | ||
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| const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename); | ||
| if (wave == NULL) { | ||
| fprintf(stderr, "Failed to read %s\n", wav_filename); | ||
| return -1; | ||
| } | ||
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| SherpaOnnxOfflineSenseVoiceModelConfig sense_voice_config; | ||
| memset(&sense_voice_config, 0, sizeof(sense_voice_config)); | ||
| sense_voice_config.model = model_filename; | ||
| sense_voice_config.language = language; | ||
| sense_voice_config.use_itn = use_inverse_text_normalization; | ||
|
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| // Offline model config | ||
| SherpaOnnxOfflineModelConfig offline_model_config; | ||
| memset(&offline_model_config, 0, sizeof(offline_model_config)); | ||
| offline_model_config.debug = 1; | ||
| offline_model_config.num_threads = 1; | ||
| offline_model_config.provider = provider; | ||
| offline_model_config.tokens = tokens_filename; | ||
| offline_model_config.sense_voice = sense_voice_config; | ||
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| // Recognizer config | ||
| SherpaOnnxOfflineRecognizerConfig recognizer_config; | ||
| memset(&recognizer_config, 0, sizeof(recognizer_config)); | ||
| recognizer_config.decoding_method = "greedy_search"; | ||
| recognizer_config.model_config = offline_model_config; | ||
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| SherpaOnnxOfflineRecognizer *recognizer = | ||
| CreateOfflineRecognizer(&recognizer_config); | ||
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| if (recognizer == NULL) { | ||
| fprintf(stderr, "Please check your config!\n"); | ||
| SherpaOnnxFreeWave(wave); | ||
| return -1; | ||
| } | ||
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| SherpaOnnxOfflineStream *stream = CreateOfflineStream(recognizer); | ||
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| AcceptWaveformOffline(stream, wave->sample_rate, wave->samples, | ||
| wave->num_samples); | ||
| DecodeOfflineStream(recognizer, stream); | ||
| const SherpaOnnxOfflineRecognizerResult *result = | ||
| GetOfflineStreamResult(stream); | ||
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| fprintf(stderr, "Decoded text: %s\n", result->text); | ||
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| DestroyOfflineRecognizerResult(result); | ||
| DestroyOfflineStream(stream); | ||
| DestroyOfflineRecognizer(recognizer); | ||
| SherpaOnnxFreeWave(wave); | ||
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| return 0; | ||
| } |
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