// c-api-examples/zipformer-c-api.c // // Copyright (c) 2024 Xiaomi Corporation // // This file demonstrates how to use non-streaming Zipformer with sherpa-onnx's // C API. // clang-format off // // wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-zipformer-small-en-2023-06-26.tar.bz2 // tar xvf sherpa-onnx-zipformer-small-en-2023-06-26.tar.bz2 // rm sherpa-onnx-zipformer-small-en-2023-06-26.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-zipformer-small-en-2023-06-26/test_wavs/0.wav"; const char *encoder_filename = "sherpa-onnx-zipformer-small-en-2023-06-26/encoder-epoch-99-avg-1.onnx"; const char *decoder_filename = "sherpa-onnx-zipformer-small-en-2023-06-26/decoder-epoch-99-avg-1.onnx"; const char *joiner_filename = "sherpa-onnx-zipformer-small-en-2023-06-26/joiner-epoch-99-avg-1.onnx"; const char *tokens_filename = "sherpa-onnx-zipformer-small-en-2023-06-26/tokens.txt"; const char *provider = "cpu"; const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename); if (wave == NULL) { fprintf(stderr, "Failed to read %s\n", wav_filename); return -1; } // Zipformer config SherpaOnnxOfflineTransducerModelConfig zipformer_config; memset(&zipformer_config, 0, sizeof(zipformer_config)); zipformer_config.encoder = encoder_filename; zipformer_config.decoder = decoder_filename; zipformer_config.joiner = joiner_filename; // 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.transducer = zipformer_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; }