| | |
| | | // APIs for Offline-stream Infer |
| | | _FUNASRAPI FUNASR_RESULT FunOfflineInferBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, |
| | | FUNASR_MODE mode, QM_CALLBACK fn_callback, const std::vector<std::vector<float>> &hw_emb, |
| | | int sampling_rate, std::string wav_format, bool itn, FUNASR_DEC_HANDLE dec_handle) |
| | | int sampling_rate, std::string wav_format, bool itn, FUNASR_DEC_HANDLE dec_handle, |
| | | std::string svs_lang, bool svs_itn) |
| | | { |
| | | funasr::OfflineStream* offline_stream = (funasr::OfflineStream*)handle; |
| | | if (!offline_stream) |
| | |
| | | if(p_result->snippet_time == 0){ |
| | | return p_result; |
| | | } |
| | | std::vector<int> index_vector={0}; |
| | | int msg_idx = 0; |
| | | if(offline_stream->UseVad()){ |
| | | audio.CutSplit(offline_stream); |
| | | audio.CutSplit(offline_stream, index_vector); |
| | | } |
| | | std::vector<string> msgs(index_vector.size()); |
| | | std::vector<float> msg_stimes(index_vector.size()); |
| | | |
| | | float** buff; |
| | | int* len; |
| | |
| | | |
| | | std::string cur_stamp = "["; |
| | | std::string lang = (offline_stream->asr_handle)->GetLang(); |
| | | while (audio.Fetch(buff, len, flag, start_time, batch_size, batch_in) > 0) { |
| | | while (audio.FetchDynamic(buff, len, flag, start_time, batch_size, batch_in) > 0) { |
| | | // dec reset |
| | | funasr::WfstDecoder* wfst_decoder = (funasr::WfstDecoder*)dec_handle; |
| | | if (wfst_decoder){ |
| | | wfst_decoder->StartUtterance(); |
| | | } |
| | | vector<string> msgs = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb, dec_handle, batch_in); |
| | | for(int idx=0; idx<batch_in; idx++){ |
| | | string msg = msgs[idx]; |
| | | std::vector<std::string> msg_vec = funasr::split(msg, '|'); |
| | | if(msg_vec.size()==0){ |
| | | continue; |
| | | } |
| | | if(lang == "en-bpe" && p_result->msg != ""){ |
| | | p_result->msg += " "; |
| | | } |
| | | p_result->msg += msg_vec[0]; |
| | | //timestamp |
| | | if(msg_vec.size() > 1){ |
| | | std::vector<std::string> msg_stamp = funasr::split(msg_vec[1], ','); |
| | | for(int i=0; i<msg_stamp.size()-1; i+=2){ |
| | | float begin = std::stof(msg_stamp[i])+start_time[idx]; |
| | | float end = std::stof(msg_stamp[i+1])+start_time[idx]; |
| | | cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],"; |
| | | } |
| | | } |
| | | vector<string> msg_batch; |
| | | if(offline_stream->GetModelType() == MODEL_SVS){ |
| | | msg_batch = (offline_stream->asr_handle)->Forward(buff, len, true, svs_lang, svs_itn, batch_in); |
| | | }else{ |
| | | msg_batch = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb, dec_handle, batch_in); |
| | | } |
| | | for(int idx=0; idx<batch_in; idx++){ |
| | | string msg = msg_batch[idx]; |
| | | if(msg_idx < index_vector.size()){ |
| | | msgs[index_vector[msg_idx]] = msg; |
| | | msg_stimes[index_vector[msg_idx]] = start_time[idx]; |
| | | msg_idx++; |
| | | }else{ |
| | | LOG(ERROR) << "msg_idx: " << msg_idx <<" is out of range " << index_vector.size(); |
| | | } |
| | | } |
| | | |
| | | // release |
| | | delete[] buff; |
| | | buff = nullptr; |
| | |
| | | flag = nullptr; |
| | | delete[] start_time; |
| | | start_time = nullptr; |
| | | } |
| | | for(int idx=0; idx<msgs.size(); idx++){ |
| | | string msg = msgs[idx]; |
| | | std::vector<std::string> msg_vec = funasr::SplitStr(msg, " | "); |
| | | if(msg_vec.size()==0){ |
| | | continue; |
| | | } |
| | | if(lang == "en-bpe" && p_result->msg != ""){ |
| | | p_result->msg += " "; |
| | | } |
| | | p_result->msg += msg_vec[0]; |
| | | //timestamp |
| | | if(msg_vec.size() > 1){ |
| | | std::vector<std::string> msg_stamp = funasr::split(msg_vec[1], ','); |
| | | for(int i=0; i<msg_stamp.size()-1; i+=2){ |
| | | float begin = std::stof(msg_stamp[i])+msg_stimes[idx]; |
| | | float end = std::stof(msg_stamp[i+1])+msg_stimes[idx]; |
| | | cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],"; |
| | | } |
| | | } |
| | | } |
| | | if(cur_stamp != "["){ |
| | | cur_stamp.erase(cur_stamp.length() - 1); |
| | |
| | | if(p_result->snippet_time == 0){ |
| | | return p_result; |
| | | } |
| | | std::vector<int> index_vector={0}; |
| | | int msg_idx = 0; |
| | | if(offline_stream->UseVad()){ |
| | | audio.CutSplit(offline_stream); |
| | | audio.CutSplit(offline_stream, index_vector); |
| | | } |
| | | std::vector<string> msgs(index_vector.size()); |
| | | std::vector<float> msg_stimes(index_vector.size()); |
| | | |
| | | float** buff; |
| | | int* len; |
| | |
| | | |
| | | std::string cur_stamp = "["; |
| | | std::string lang = (offline_stream->asr_handle)->GetLang(); |
| | | while (audio.Fetch(buff, len, flag, start_time, batch_size, batch_in) > 0) { |
| | | while (audio.FetchDynamic(buff, len, flag, start_time, batch_size, batch_in) > 0) { |
| | | // dec reset |
| | | funasr::WfstDecoder* wfst_decoder = (funasr::WfstDecoder*)dec_handle; |
| | | if (wfst_decoder){ |
| | | wfst_decoder->StartUtterance(); |
| | | } |
| | | vector<string> msgs = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb, dec_handle, batch_in); |
| | | vector<string> msg_batch = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb, dec_handle, batch_in); |
| | | for(int idx=0; idx<batch_in; idx++){ |
| | | string msg = msgs[idx]; |
| | | std::vector<std::string> msg_vec = funasr::split(msg, '|'); |
| | | if(msg_vec.size()==0){ |
| | | continue; |
| | | } |
| | | if(lang == "en-bpe" && p_result->msg != ""){ |
| | | p_result->msg += " "; |
| | | } |
| | | p_result->msg += msg_vec[0]; |
| | | //timestamp |
| | | if(msg_vec.size() > 1){ |
| | | std::vector<std::string> msg_stamp = funasr::split(msg_vec[1], ','); |
| | | for(int i=0; i<msg_stamp.size()-1; i+=2){ |
| | | float begin = std::stof(msg_stamp[i])+start_time[idx]; |
| | | float end = std::stof(msg_stamp[i+1])+start_time[idx]; |
| | | cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],"; |
| | | } |
| | | } |
| | | string msg = msg_batch[idx]; |
| | | if(msg_idx < index_vector.size()){ |
| | | msgs[index_vector[msg_idx]] = msg; |
| | | msg_stimes[index_vector[msg_idx]] = start_time[idx]; |
| | | msg_idx++; |
| | | }else{ |
| | | LOG(ERROR) << "msg_idx: " << msg_idx <<" is out of range " << index_vector.size(); |
| | | } |
| | | } |
| | | |
| | | // release |
| | | delete[] buff; |
| | | buff = nullptr; |
| | |
| | | flag = nullptr; |
| | | delete[] start_time; |
| | | start_time = nullptr; |
| | | } |
| | | for(int idx=0; idx<msgs.size(); idx++){ |
| | | string msg = msgs[idx]; |
| | | std::vector<std::string> msg_vec = funasr::SplitStr(msg, " | "); |
| | | if(msg_vec.size()==0){ |
| | | continue; |
| | | } |
| | | if(lang == "en-bpe" && p_result->msg != ""){ |
| | | p_result->msg += " "; |
| | | } |
| | | p_result->msg += msg_vec[0]; |
| | | //timestamp |
| | | if(msg_vec.size() > 1){ |
| | | std::vector<std::string> msg_stamp = funasr::split(msg_vec[1], ','); |
| | | for(int i=0; i<msg_stamp.size()-1; i+=2){ |
| | | float begin = std::stof(msg_stamp[i])+msg_stimes[idx]; |
| | | float end = std::stof(msg_stamp[i+1])+msg_stimes[idx]; |
| | | cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],"; |
| | | } |
| | | } |
| | | } |
| | | if(cur_stamp != "["){ |
| | | cur_stamp.erase(cur_stamp.length() - 1); |
| | |
| | | return p_result; |
| | | } |
| | | |
| | | #if !defined(__APPLE__) |
| | | //#if !defined(__APPLE__) |
| | | _FUNASRAPI const std::vector<std::vector<float>> CompileHotwordEmbedding(FUNASR_HANDLE handle, std::string &hotwords, ASR_TYPE mode) |
| | | { |
| | | if (mode == ASR_OFFLINE){ |
| | |
| | | } |
| | | |
| | | } |
| | | #endif |
| | | //#endif |
| | | |
| | | // APIs for 2pass-stream Infer |
| | | _FUNASRAPI FUNASR_RESULT FunTpassInferBuffer(FUNASR_HANDLE handle, FUNASR_HANDLE online_handle, const char* sz_buf, |
| | |
| | | len[0] = frame->len; |
| | | vector<string> msgs = ((funasr::Paraformer*)asr_handle)->Forward(buff, len, frame->is_final, hw_emb, dec_handle); |
| | | string msg = msgs.size()>0?msgs[0]:""; |
| | | std::vector<std::string> msg_vec = funasr::split(msg, '|'); // split with timestamp |
| | | std::vector<std::string> msg_vec = funasr::SplitStr(msg, " | "); // split with timestamp |
| | | if(msg_vec.size()==0){ |
| | | continue; |
| | | } |