feat: add stt c api example (#1156)
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@@ -24,6 +24,9 @@ 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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if(SHERPA_ONNX_HAS_ALSA)
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add_subdirectory(./asr-microphone-example)
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elseif((UNIX AND NOT APPLE) OR LINUX)
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85
c-api-examples/offline-stt-c-api.c
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85
c-api-examples/offline-stt-c-api.c
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@@ -0,0 +1,85 @@
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// c-api-examples/offline-stt-c-api.c
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//
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// Copyright (c) 2024 Xiaomi Corporation
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// We assume you have pre-downloaded the whisper multi-lingual models
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// from https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models
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// An example command to download the "tiny" whisper model is given below:
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//
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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-whisper-tiny.tar.bz2
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// tar xvf sherpa-onnx-whisper-tiny.tar.bz2
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// rm sherpa-onnx-whisper-tiny.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 = "./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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const char *tokens_filename = "sherpa-onnx-whisper-tiny/tiny-tokens.txt";
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const char *language = "en";
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const char *provider = "cpu";
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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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// Whisper config
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SherpaOnnxOfflineWhisperModelConfig whisper_config;
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memset(&whisper_config, 0, sizeof(whisper_config));
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whisper_config.decoder = decoder_filename;
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whisper_config.encoder = encoder_filename;
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whisper_config.language = language;
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whisper_config.tail_paddings = 0;
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whisper_config.task = "transcribe";
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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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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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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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