| | |
| | | #include "precomp.h" |
| | | |
| | | namespace funasr { |
| | | OfflineStream::OfflineStream(std::map<std::string, std::string>& model_path, int thread_num) |
| | | OfflineStream::OfflineStream(std::map<std::string, std::string>& model_path, int thread_num, bool use_gpu) |
| | | { |
| | | // VAD model |
| | | if(model_path.find(VAD_DIR) != model_path.end()){ |
| | |
| | | string hw_compile_model_path; |
| | | string seg_dict_path; |
| | | |
| | | asr_handle = make_unique<Paraformer>(); |
| | | if(use_gpu){ |
| | | asr_handle = make_unique<ParaformerTorch>(); |
| | | }else{ |
| | | asr_handle = make_unique<Paraformer>(); |
| | | } |
| | | |
| | | bool enable_hotword = false; |
| | | hw_compile_model_path = PathAppend(model_path.at(MODEL_DIR), MODEL_EB_NAME); |
| | | seg_dict_path = PathAppend(model_path.at(MODEL_DIR), MODEL_SEG_DICT); |
| | |
| | | if(model_path.find(QUANTIZE) != model_path.end() && model_path.at(QUANTIZE) == "true"){ |
| | | am_model_path = PathAppend(model_path.at(MODEL_DIR), QUANT_MODEL_NAME); |
| | | } |
| | | if(use_gpu){ |
| | | am_model_path = PathAppend(model_path.at(MODEL_DIR), TORCH_MODEL_NAME); |
| | | if(model_path.find(QUANTIZE) != model_path.end() && model_path.at(QUANTIZE) == "true"){ |
| | | am_model_path = PathAppend(model_path.at(MODEL_DIR), TORCH_QUANT_MODEL_NAME); |
| | | } |
| | | } |
| | | } |
| | | am_cmvn_path = PathAppend(model_path.at(MODEL_DIR), AM_CMVN_NAME); |
| | | am_config_path = PathAppend(model_path.at(MODEL_DIR), AM_CONFIG_NAME); |
| | |
| | | |
| | | // Lm resource |
| | | if (model_path.find(LM_DIR) != model_path.end() && model_path.at(LM_DIR) != "") { |
| | | string fst_path, lm_config_path, hws_path; |
| | | string fst_path, lm_config_path, lex_path; |
| | | fst_path = PathAppend(model_path.at(LM_DIR), LM_FST_RES); |
| | | lm_config_path = PathAppend(model_path.at(LM_DIR), LM_CONFIG_NAME); |
| | | asr_handle->InitLm(fst_path, lm_config_path); |
| | | lex_path = PathAppend(model_path.at(LM_DIR), LEX_PATH); |
| | | if (access(lex_path.c_str(), F_OK) != 0 ) |
| | | { |
| | | LOG(ERROR) << "Lexicon.txt file is not exist, please use the latest version. Skip load LM model."; |
| | | }else{ |
| | | asr_handle->InitLm(fst_path, lm_config_path, lex_path); |
| | | } |
| | | } |
| | | |
| | | // PUNC model |
| | |
| | | #endif |
| | | } |
| | | |
| | | OfflineStream *CreateOfflineStream(std::map<std::string, std::string>& model_path, int thread_num) |
| | | OfflineStream *CreateOfflineStream(std::map<std::string, std::string>& model_path, int thread_num, bool use_gpu) |
| | | { |
| | | OfflineStream *mm; |
| | | mm = new OfflineStream(model_path, thread_num); |
| | | mm = new OfflineStream(model_path, thread_num, use_gpu); |
| | | return mm; |
| | | } |
| | | |