#include "precomp.h" #include namespace funasr { TpassStream::TpassStream(std::map& model_path, int thread_num) { // VAD model if(model_path.find(VAD_DIR) != model_path.end()){ string vad_model_path; string vad_cmvn_path; string vad_config_path; vad_model_path = PathAppend(model_path.at(VAD_DIR), MODEL_NAME); if(model_path.find(VAD_QUANT) != model_path.end() && model_path.at(VAD_QUANT) == "true"){ vad_model_path = PathAppend(model_path.at(VAD_DIR), QUANT_MODEL_NAME); } vad_cmvn_path = PathAppend(model_path.at(VAD_DIR), VAD_CMVN_NAME); vad_config_path = PathAppend(model_path.at(VAD_DIR), VAD_CONFIG_NAME); if (access(vad_model_path.c_str(), F_OK) != 0 || access(vad_cmvn_path.c_str(), F_OK) != 0 || access(vad_config_path.c_str(), F_OK) != 0 ) { LOG(INFO) << "VAD model file is not exist, skip load vad model."; }else{ vad_handle = make_unique(); vad_handle->InitVad(vad_model_path, vad_cmvn_path, vad_config_path, thread_num); use_vad = true; } } // AM model if(model_path.find(OFFLINE_MODEL_DIR) != model_path.end() && model_path.find(ONLINE_MODEL_DIR) != model_path.end()){ // 2pass string am_model_path; string en_model_path; string de_model_path; string am_cmvn_path; string am_config_path; am_model_path = PathAppend(model_path.at(OFFLINE_MODEL_DIR), MODEL_NAME); en_model_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), ENCODER_NAME); de_model_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), DECODER_NAME); if(model_path.find(QUANTIZE) != model_path.end() && model_path.at(QUANTIZE) == "true"){ am_model_path = PathAppend(model_path.at(OFFLINE_MODEL_DIR), QUANT_MODEL_NAME); en_model_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), QUANT_ENCODER_NAME); de_model_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), QUANT_DECODER_NAME); } am_cmvn_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), AM_CMVN_NAME); am_config_path = PathAppend(model_path.at(ONLINE_MODEL_DIR), AM_CONFIG_NAME); asr_handle = make_unique(); asr_handle->InitAsr(am_model_path, en_model_path, de_model_path, am_cmvn_path, am_config_path, thread_num); }else{ LOG(ERROR) <<"Can not find offline-model-dir or online-model-dir"; exit(-1); } // PUNC model if(model_path.find(PUNC_DIR) != model_path.end()){ string punc_model_path; string punc_config_path; punc_model_path = PathAppend(model_path.at(PUNC_DIR), MODEL_NAME); if(model_path.find(PUNC_QUANT) != model_path.end() && model_path.at(PUNC_QUANT) == "true"){ punc_model_path = PathAppend(model_path.at(PUNC_DIR), QUANT_MODEL_NAME); } punc_config_path = PathAppend(model_path.at(PUNC_DIR), PUNC_CONFIG_NAME); if (access(punc_model_path.c_str(), F_OK) != 0 || access(punc_config_path.c_str(), F_OK) != 0 ) { LOG(INFO) << "PUNC model file is not exist, skip load punc model."; }else{ punc_online_handle = make_unique(); punc_online_handle->InitPunc(punc_model_path, punc_config_path, thread_num); use_punc = true; } } } TpassStream *CreateTpassStream(std::map& model_path, int thread_num) { TpassStream *mm; mm = new TpassStream(model_path, thread_num); return mm; } } // namespace funasr