| | |
| | | /** |
| | | * Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. |
| | | * MIT License (https://opensource.org/licenses/MIT) |
| | | */ |
| | | |
| | | #ifndef _WIN32 |
| | | #include <sys/time.h> |
| | |
| | | #include <win_func.h> |
| | | #endif |
| | | |
| | | #include <iostream> |
| | | #include <fstream> |
| | | #include <sstream> |
| | | #include <map> |
| | | #include <glog/logging.h> |
| | | #include "libfunasrapi.h" |
| | | #include "tclap/CmdLine.h" |
| | | #include "com-define.h" |
| | | |
| | | using namespace std; |
| | | |
| | | void GetValue(TCLAP::ValueArg<std::string>& value_arg, string key, std::map<std::string, std::string>& model_path) |
| | | { |
| | | if (value_arg.isSet()){ |
| | | model_path.insert({key, value_arg.getValue()}); |
| | | LOG(INFO)<< key << " : " << value_arg.getValue(); |
| | | } |
| | | } |
| | | |
| | | int main(int argc, char *argv[]) |
| | | { |
| | | google::InitGoogleLogging(argv[0]); |
| | | //google::InitGoogleLogging(argv[0]); |
| | | |
| | | TCLAP::CmdLine cmd("Command description message", ' ', "1.0"); |
| | | TCLAP::ValueArg<std::string> nameArg("n", "name", "Name of user", true, "", "string"); |
| | | TCLAP::SwitchArg reverseSwitch("r","reverse","Print name backwards", cmd, false); |
| | | cmd.add(nameArg); |
| | | TCLAP::CmdLine cmd("funasr-onnx-offline", ' ', "1.0"); |
| | | TCLAP::ValueArg<std::string> vad_model("", VAD_MODEL_PATH, "vad model path", false, "", "string"); |
| | | TCLAP::ValueArg<std::string> vad_cmvn("", VAD_CMVN_PATH, "vad cmvn path", false, "", "string"); |
| | | |
| | | TCLAP::ValueArg<std::string> am_model("", AM_MODEL_PATH, "am model path", false, "", "string"); |
| | | TCLAP::ValueArg<std::string> am_cmvn("", AM_CMVN_PATH, "am cmvn path", false, "", "string"); |
| | | TCLAP::ValueArg<std::string> am_config("", AM_CONFIG_PATH, "am config path", false, "", "string"); |
| | | |
| | | TCLAP::ValueArg<std::string> punc_model("", PUNC_MODEL_PATH, "punc model path", false, "", "string"); |
| | | TCLAP::ValueArg<std::string> punc_config("", PUNC_CONFIG_PATH, "punc config path", false, "", "string"); |
| | | |
| | | TCLAP::ValueArg<std::string> wav_path("", WAV_PATH, "wave file path", false, "", "string"); |
| | | TCLAP::ValueArg<std::string> wav_scp("", WAV_SCP, "wave scp path", false, "", "string"); |
| | | |
| | | cmd.add(vad_model); |
| | | cmd.add(vad_cmvn); |
| | | cmd.add(am_model); |
| | | cmd.add(am_cmvn); |
| | | cmd.add(am_config); |
| | | cmd.add(punc_model); |
| | | cmd.add(punc_config); |
| | | cmd.add(wav_path); |
| | | cmd.add(wav_scp); |
| | | cmd.parse(argc, argv); |
| | | string name = nameArg.getValue(); |
| | | |
| | | printf(name.c_str()); |
| | | std::map<std::string, std::string> model_path; |
| | | GetValue(vad_model, VAD_MODEL_PATH, model_path); |
| | | GetValue(vad_cmvn, VAD_CMVN_PATH, model_path); |
| | | GetValue(am_model, AM_MODEL_PATH, model_path); |
| | | GetValue(am_cmvn, AM_CMVN_PATH, model_path); |
| | | GetValue(am_config, AM_CONFIG_PATH, model_path); |
| | | GetValue(punc_model, PUNC_MODEL_PATH, model_path); |
| | | GetValue(punc_config, PUNC_CONFIG_PATH, model_path); |
| | | GetValue(wav_path, WAV_PATH, model_path); |
| | | GetValue(wav_scp, WAV_SCP, model_path); |
| | | |
| | | |
| | | if (argc < 6) |
| | | { |
| | | printf("Usage: %s /path/to/model_dir /path/to/wav/file quantize(true or false) use_vad(true or false) use_punc(true or false)\n", argv[0]); |
| | | exit(-1); |
| | | } |
| | | struct timeval start, end; |
| | | gettimeofday(&start, NULL); |
| | | int thread_num = 1; |
| | | // is quantize |
| | | bool quantize = false; |
| | | bool use_vad = false; |
| | | bool use_punc = false; |
| | | istringstream(argv[3]) >> boolalpha >> quantize; |
| | | istringstream(argv[4]) >> boolalpha >> use_vad; |
| | | istringstream(argv[5]) >> boolalpha >> use_punc; |
| | | FUNASR_HANDLE asr_hanlde=FunASRInit(argv[1], thread_num, quantize, use_vad, use_punc); |
| | | FUNASR_HANDLE asr_hanlde=FunASRInit(model_path, thread_num); |
| | | |
| | | if (!asr_hanlde) |
| | | { |
| | | printf("Cannot load ASR Model from: %s, there must be files model.onnx and vocab.txt", argv[1]); |
| | | LOG(ERROR) << ("Cannot load ASR Model from: %s, there must be files model.onnx and vocab.txt", argv[1]); |
| | | exit(-1); |
| | | } |
| | | |
| | | gettimeofday(&end, NULL); |
| | | long seconds = (end.tv_sec - start.tv_sec); |
| | | long modle_init_micros = ((seconds * 1000000) + end.tv_usec) - (start.tv_usec); |
| | | printf("Model initialization takes %lfs.\n", (double)modle_init_micros / 1000000); |
| | | printf("Model initialization takes %lfs.", (double)modle_init_micros / 1000000); |
| | | |
| | | gettimeofday(&start, NULL); |
| | | FUNASR_RESULT result=FunASRRecogFile(asr_hanlde, argv[2], RASR_NONE, NULL, use_vad, use_punc); |
| | | gettimeofday(&end, NULL); |
| | | // read wav_path and wav_scp |
| | | vector<string> wav_list; |
| | | |
| | | float snippet_time = 0.0f; |
| | | if (result) |
| | | { |
| | | string msg = FunASRGetResult(result, 0); |
| | | setbuf(stdout, NULL); |
| | | printf("Result: %s \n", msg.c_str()); |
| | | snippet_time = FunASRGetRetSnippetTime(result); |
| | | FunASRFreeResult(result); |
| | | if(model_path.find(WAV_PATH)!=model_path.end()){ |
| | | wav_list.emplace_back(model_path.at(WAV_PATH)); |
| | | } |
| | | else |
| | | { |
| | | printf("no return data!\n"); |
| | | if(model_path.find(WAV_SCP)!=model_path.end()){ |
| | | ifstream in(model_path.at(WAV_SCP)); |
| | | if (!in.is_open()) { |
| | | LOG(ERROR) << ("Failed to open file: %s", model_path.at(WAV_SCP)); |
| | | return 0; |
| | | } |
| | | string line; |
| | | while(getline(in, line)) |
| | | { |
| | | istringstream iss(line); |
| | | string column1, column2; |
| | | iss >> column1 >> column2; |
| | | wav_list.emplace_back(column2); |
| | | } |
| | | in.close(); |
| | | } |
| | | |
| | | float snippet_time = 0.0f; |
| | | long taking_micros = 0; |
| | | for(auto& wav_file : wav_list){ |
| | | gettimeofday(&start, NULL); |
| | | FUNASR_RESULT result=FunASRRecogFile(asr_hanlde, wav_file.c_str(), RASR_NONE, NULL); |
| | | gettimeofday(&end, NULL); |
| | | seconds = (end.tv_sec - start.tv_sec); |
| | | taking_micros += ((seconds * 1000000) + end.tv_usec) - (start.tv_usec); |
| | | |
| | | if (result) |
| | | { |
| | | string msg = FunASRGetResult(result, 0); |
| | | setbuf(stdout, NULL); |
| | | printf("Result: %s \n", msg.c_str()); |
| | | snippet_time += FunASRGetRetSnippetTime(result); |
| | | FunASRFreeResult(result); |
| | | } |
| | | else |
| | | { |
| | | LOG(ERROR) << ("no return data!\n"); |
| | | } |
| | | } |
| | | |
| | | printf("Audio length %lfs.\n", (double)snippet_time); |
| | | seconds = (end.tv_sec - start.tv_sec); |
| | | long taking_micros = ((seconds * 1000000) + end.tv_usec) - (start.tv_usec); |
| | | printf("Model inference takes %lfs.\n", (double)taking_micros / 1000000); |
| | | printf("Model inference RTF: %04lf.\n", (double)taking_micros/ (snippet_time*1000000)); |
| | | |
| | | FunASRUninit(asr_hanlde); |
| | | |
| | | return 0; |
| | | } |
| | | |