C api example for sense voice (#1165)

This commit is contained in:
Fangjun Kuang
2024-07-22 16:54:00 +08:00
committed by GitHub
parent dd300b1de5
commit ea1d81bdfe
4 changed files with 248 additions and 9 deletions

View File

@@ -24,8 +24,11 @@ target_link_libraries(audio-tagging-c-api sherpa-onnx-c-api)
add_executable(add-punctuation-c-api add-punctuation-c-api.c)
target_link_libraries(add-punctuation-c-api sherpa-onnx-c-api)
add_executable(offline-stt-c-api offline-stt-c-api.c)
target_link_libraries(offline-stt-c-api sherpa-onnx-c-api)
add_executable(whisper-c-api whisper-c-api.c)
target_link_libraries(whisper-c-api sherpa-onnx-c-api)
add_executable(sense-voice-c-api sense-voice-c-api.c)
target_link_libraries(sense-voice-c-api sherpa-onnx-c-api)
if(SHERPA_ONNX_HAS_ALSA)
add_subdirectory(./asr-microphone-example)

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@@ -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;
}

View File

@@ -21,8 +21,6 @@
#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-whisper-tiny/test_wavs/0.wav";
const char *encoder_filename = "sherpa-onnx-whisper-tiny/tiny-encoder.onnx";
const char *decoder_filename = "sherpa-onnx-whisper-tiny/tiny-decoder.onnx";
@@ -48,31 +46,36 @@ int32_t main() {
// Offline model config
SherpaOnnxOfflineModelConfig offline_model_config;
memset(&offline_model_config, 0, sizeof(offline_model_config));
offline_model_config.bpe_vocab = "";
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.whisper = whisper_config;
offline_model_config.sense_voice =
(SherpaOnnxOfflineSenseVoiceModelConfig){"", "", 0};
// Recognizer config
SherpaOnnxOfflineRecognizerConfig recognizer_config;
memset(&recognizer_config, 0, sizeof(recognizer_config));
recognizer_config.decoding_method = "greedy_search";
recognizer_config.feat_config = (SherpaOnnxFeatureConfig){16000, 512};
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);
SherpaOnnxOfflineRecognizerResult *result = GetOfflineStreamResult(stream);
const SherpaOnnxOfflineRecognizerResult *result =
GetOfflineStreamResult(stream);
fprintf(stderr, "Decoded text: %s\n", result->text);