C api example for sense voice (#1165)
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@@ -24,8 +24,11 @@ target_link_libraries(audio-tagging-c-api sherpa-onnx-c-api)
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add_executable(add-punctuation-c-api add-punctuation-c-api.c)
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target_link_libraries(add-punctuation-c-api sherpa-onnx-c-api)
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add_executable(offline-stt-c-api offline-stt-c-api.c)
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target_link_libraries(offline-stt-c-api sherpa-onnx-c-api)
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add_executable(whisper-c-api whisper-c-api.c)
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target_link_libraries(whisper-c-api sherpa-onnx-c-api)
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add_executable(sense-voice-c-api sense-voice-c-api.c)
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target_link_libraries(sense-voice-c-api sherpa-onnx-c-api)
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if(SHERPA_ONNX_HAS_ALSA)
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add_subdirectory(./asr-microphone-example)
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86
c-api-examples/sense-voice-c-api.c
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86
c-api-examples/sense-voice-c-api.c
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@@ -0,0 +1,86 @@
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// c-api-examples/sense-voice-c-api.c
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//
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// Copyright (c) 2024 Xiaomi Corporation
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//
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// This file demonstrates how to use SenseVoice with sherpa-onnx's C API.
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// clang-format off
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//
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// 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
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// tar xvf sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2
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// rm sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2
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//
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// clang-format on
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#include <stdio.h>
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#include <stdlib.h>
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#include <string.h>
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#include "sherpa-onnx/c-api/c-api.h"
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int32_t main() {
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// You can find more test waves from
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// https://hf-mirror.com/spaces/k2-fsa/spoken-language-identification/tree/main/test_wavs
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const char *wav_filename =
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"./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs/en.wav";
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const char *model_filename =
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"./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/model.int8.onnx";
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const char *tokens_filename =
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"./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/tokens.txt";
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const char *language = "auto";
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const char *provider = "cpu";
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int32_t use_inverse_text_normalization = 1;
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const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename);
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if (wave == NULL) {
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fprintf(stderr, "Failed to read %s\n", wav_filename);
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return -1;
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}
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SherpaOnnxOfflineSenseVoiceModelConfig sense_voice_config;
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memset(&sense_voice_config, 0, sizeof(sense_voice_config));
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sense_voice_config.model = model_filename;
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sense_voice_config.language = language;
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sense_voice_config.use_itn = use_inverse_text_normalization;
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// Offline model config
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SherpaOnnxOfflineModelConfig offline_model_config;
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memset(&offline_model_config, 0, sizeof(offline_model_config));
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offline_model_config.debug = 1;
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offline_model_config.num_threads = 1;
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offline_model_config.provider = provider;
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offline_model_config.tokens = tokens_filename;
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offline_model_config.sense_voice = sense_voice_config;
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// Recognizer config
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SherpaOnnxOfflineRecognizerConfig recognizer_config;
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memset(&recognizer_config, 0, sizeof(recognizer_config));
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recognizer_config.decoding_method = "greedy_search";
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recognizer_config.model_config = offline_model_config;
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SherpaOnnxOfflineRecognizer *recognizer =
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CreateOfflineRecognizer(&recognizer_config);
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if (recognizer == NULL) {
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fprintf(stderr, "Please check your config!\n");
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SherpaOnnxFreeWave(wave);
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return -1;
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}
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SherpaOnnxOfflineStream *stream = CreateOfflineStream(recognizer);
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AcceptWaveformOffline(stream, wave->sample_rate, wave->samples,
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wave->num_samples);
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DecodeOfflineStream(recognizer, stream);
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const SherpaOnnxOfflineRecognizerResult *result =
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GetOfflineStreamResult(stream);
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fprintf(stderr, "Decoded text: %s\n", result->text);
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DestroyOfflineRecognizerResult(result);
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DestroyOfflineStream(stream);
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DestroyOfflineRecognizer(recognizer);
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SherpaOnnxFreeWave(wave);
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return 0;
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}
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@@ -21,8 +21,6 @@
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#include "sherpa-onnx/c-api/c-api.h"
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int32_t main() {
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// You can find more test waves from
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// https://hf-mirror.com/spaces/k2-fsa/spoken-language-identification/tree/main/test_wavs
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const char *wav_filename = "./sherpa-onnx-whisper-tiny/test_wavs/0.wav";
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const char *encoder_filename = "sherpa-onnx-whisper-tiny/tiny-encoder.onnx";
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const char *decoder_filename = "sherpa-onnx-whisper-tiny/tiny-decoder.onnx";
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@@ -48,31 +46,36 @@ int32_t main() {
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// Offline model config
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SherpaOnnxOfflineModelConfig offline_model_config;
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memset(&offline_model_config, 0, sizeof(offline_model_config));
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offline_model_config.bpe_vocab = "";
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offline_model_config.debug = 1;
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offline_model_config.num_threads = 1;
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offline_model_config.provider = provider;
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offline_model_config.tokens = tokens_filename;
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offline_model_config.whisper = whisper_config;
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offline_model_config.sense_voice =
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(SherpaOnnxOfflineSenseVoiceModelConfig){"", "", 0};
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// Recognizer config
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SherpaOnnxOfflineRecognizerConfig recognizer_config;
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memset(&recognizer_config, 0, sizeof(recognizer_config));
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recognizer_config.decoding_method = "greedy_search";
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recognizer_config.feat_config = (SherpaOnnxFeatureConfig){16000, 512};
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recognizer_config.model_config = offline_model_config;
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SherpaOnnxOfflineRecognizer *recognizer =
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CreateOfflineRecognizer(&recognizer_config);
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if (recognizer == NULL) {
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fprintf(stderr, "Please check your config!\n");
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SherpaOnnxFreeWave(wave);
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return -1;
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}
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SherpaOnnxOfflineStream *stream = CreateOfflineStream(recognizer);
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AcceptWaveformOffline(stream, wave->sample_rate, wave->samples,
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wave->num_samples);
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DecodeOfflineStream(recognizer, stream);
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SherpaOnnxOfflineRecognizerResult *result = GetOfflineStreamResult(stream);
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const SherpaOnnxOfflineRecognizerResult *result =
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GetOfflineStreamResult(stream);
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fprintf(stderr, "Decoded text: %s\n", result->text);
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