// c-api-examples/whisper-c-api.c // // Copyright (c) 2024 Xiaomi Corporation // We assume you have pre-downloaded the whisper multi-lingual models // from https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models // An example command to download the "tiny" whisper model is given below: // // clang-format off // // wget 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 // // clang-format on #include #include #include #include "sherpa-onnx/c-api/c-api.h" int32_t main() { 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"; const char *tokens_filename = "sherpa-onnx-whisper-tiny/tiny-tokens.txt"; const char *language = "en"; const char *provider = "cpu"; const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename); if (wave == NULL) { fprintf(stderr, "Failed to read %s\n", wav_filename); return -1; } // Whisper config SherpaOnnxOfflineWhisperModelConfig whisper_config; memset(&whisper_config, 0, sizeof(whisper_config)); whisper_config.decoder = decoder_filename; whisper_config.encoder = encoder_filename; whisper_config.language = language; whisper_config.tail_paddings = 0; whisper_config.task = "transcribe"; // 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.whisper = whisper_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; const SherpaOnnxOfflineRecognizer *recognizer = SherpaOnnxCreateOfflineRecognizer(&recognizer_config); if (recognizer == NULL) { fprintf(stderr, "Please check your config!\n"); SherpaOnnxFreeWave(wave); return -1; } const SherpaOnnxOfflineStream *stream = SherpaOnnxCreateOfflineStream(recognizer); SherpaOnnxAcceptWaveformOffline(stream, wave->sample_rate, wave->samples, wave->num_samples); SherpaOnnxDecodeOfflineStream(recognizer, stream); const SherpaOnnxOfflineRecognizerResult *result = SherpaOnnxGetOfflineStreamResult(stream); fprintf(stderr, "Decoded text: %s\n", result->text); SherpaOnnxDestroyOfflineRecognizerResult(result); SherpaOnnxDestroyOfflineStream(stream); SherpaOnnxDestroyOfflineRecognizer(recognizer); SherpaOnnxFreeWave(wave); return 0; }