// c-api-examples/spoken-language-identification-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() { SherpaOnnxSpokenLanguageIdentificationConfig config; memset(&config, 0, sizeof(config)); config.whisper.encoder = "./sherpa-onnx-whisper-tiny/tiny-encoder.int8.onnx"; config.whisper.decoder = "./sherpa-onnx-whisper-tiny/tiny-decoder.int8.onnx"; config.num_threads = 1; config.debug = 1; config.provider = "cpu"; const SherpaOnnxSpokenLanguageIdentification *slid = SherpaOnnxCreateSpokenLanguageIdentification(&config); if (!slid) { fprintf(stderr, "Failed to create spoken language identifier"); return -1; } // 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 SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename); if (wave == NULL) { fprintf(stderr, "Failed to read %s\n", wav_filename); return -1; } SherpaOnnxOfflineStream *stream = SherpaOnnxSpokenLanguageIdentificationCreateOfflineStream(slid); SherpaOnnxAcceptWaveformOffline(stream, wave->sample_rate, wave->samples, wave->num_samples); const SherpaOnnxSpokenLanguageIdentificationResult *result = SherpaOnnxSpokenLanguageIdentificationCompute(slid, stream); fprintf(stderr, "wav_filename: %s\n", wav_filename); fprintf(stderr, "Detected language: %s\n", result->lang); SherpaOnnxDestroySpokenLanguageIdentificationResult(result); SherpaOnnxDestroyOfflineStream(stream); SherpaOnnxFreeWave(wave); SherpaOnnxDestroySpokenLanguageIdentification(slid); return 0; }