-
Notifications
You must be signed in to change notification settings - Fork 424
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
C api example for sense voice (#1165)
- Loading branch information
1 parent
dd300b1
commit ea1d81b
Showing
4 changed files
with
248 additions
and
9 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,147 @@ | ||
| name: c-api | ||
|
|
||
| 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/**' | ||
|
|
||
| workflow_dispatch: | ||
|
|
||
| concurrency: | ||
| group: c-api-${{ github.ref }} | ||
| cancel-in-progress: true | ||
|
|
||
| jobs: | ||
| c_api: | ||
| name: ${{ matrix.os }} | ||
| runs-on: ${{ matrix.os }} | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| os: [ubuntu-latest, macos-latest] | ||
|
|
||
| steps: | ||
| - uses: actions/checkout@v4 | ||
| with: | ||
| fetch-depth: 0 | ||
|
|
||
| - name: ccache | ||
| uses: hendrikmuhs/[email protected] | ||
| with: | ||
| key: ${{ matrix.os }}-c-api-shared | ||
|
|
||
| - name: Build sherpa-onnx | ||
| shell: bash | ||
| run: | | ||
| export CMAKE_CXX_COMPILER_LAUNCHER=ccache | ||
| export PATH="/usr/lib/ccache:/usr/local/opt/ccache/libexec:$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-* |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,86 @@ | ||
| // c-api-examples/sense-voice-c-api.c | ||
| // | ||
| // Copyright (c) 2024 Xiaomi Corporation | ||
|
|
||
| // | ||
| // 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 | ||
|
|
||
| #include <stdio.h> | ||
| #include <stdlib.h> | ||
| #include <string.h> | ||
|
|
||
| #include "sherpa-onnx/c-api/c-api.h" | ||
|
|
||
| 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; | ||
|
|
||
| const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename); | ||
| if (wave == NULL) { | ||
| fprintf(stderr, "Failed to read %s\n", wav_filename); | ||
| return -1; | ||
| } | ||
|
|
||
| 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; | ||
|
|
||
| // 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; | ||
|
|
||
| // 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; | ||
|
|
||
| SherpaOnnxOfflineRecognizer *recognizer = | ||
| CreateOfflineRecognizer(&recognizer_config); | ||
|
|
||
| if (recognizer == NULL) { | ||
| fprintf(stderr, "Please check your config!\n"); | ||
| SherpaOnnxFreeWave(wave); | ||
| return -1; | ||
| } | ||
|
|
||
| SherpaOnnxOfflineStream *stream = CreateOfflineStream(recognizer); | ||
|
|
||
| AcceptWaveformOffline(stream, wave->sample_rate, wave->samples, | ||
| wave->num_samples); | ||
| DecodeOfflineStream(recognizer, stream); | ||
| const SherpaOnnxOfflineRecognizerResult *result = | ||
| GetOfflineStreamResult(stream); | ||
|
|
||
| fprintf(stderr, "Decoded text: %s\n", result->text); | ||
|
|
||
| DestroyOfflineRecognizerResult(result); | ||
| DestroyOfflineStream(stream); | ||
| DestroyOfflineRecognizer(recognizer); | ||
| SherpaOnnxFreeWave(wave); | ||
|
|
||
| return 0; | ||
| } |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters