Update modelscope_models.md

chenmengzheAAA

2023-09-14 30c40c643c19f6e2ac8679fa76d09d0f9ceccc65

 funasr/runtime/onnxruntime/src/funasrruntime.cpp

@@ -1,13 +1,20 @@
#include "precomp.h"
#include <vector>
#ifdef __cplusplus 

extern "C" {
#endif

   // APIs for Init
   _FUNASRAPI FUNASR_HANDLE  FunASRInit(std::map<std::string, std::string>& model_path, int thread_num)
   _FUNASRAPI FUNASR_HANDLE  FunASRInit(std::map<std::string, std::string>& model_path, int thread_num, ASR_TYPE type)
   {
      funasr::Model* mm = funasr::CreateModel(model_path, thread_num);
      funasr::Model* mm = funasr::CreateModel(model_path, thread_num, type);
      return mm;
   }

   _FUNASRAPI FUNASR_HANDLE  FunASROnlineInit(FUNASR_HANDLE asr_hanlde, std::vector<int> chunk_size)
   {
      funasr::Model* mm = funasr::CreateModel(asr_hanlde, chunk_size);
      return mm;
   }

@@ -23,9 +30,9 @@
      return mm;
   }

   _FUNASRAPI FUNASR_HANDLE  CTTransformerInit(std::map<std::string, std::string>& model_path, int thread_num)
   _FUNASRAPI FUNASR_HANDLE  CTTransformerInit(std::map<std::string, std::string>& model_path, int thread_num, PUNC_TYPE type)
   {
      funasr::PuncModel* mm = funasr::CreatePuncModel(model_path, thread_num);
      funasr::PuncModel* mm = funasr::CreatePuncModel(model_path, thread_num, type);
      return mm;
   }

@@ -35,16 +42,32 @@
      return mm;
   }

   _FUNASRAPI FUNASR_HANDLE  FunTpassInit(std::map<std::string, std::string>& model_path, int thread_num)
   {
      funasr::TpassStream* mm = funasr::CreateTpassStream(model_path, thread_num);
      return mm;
   }

   _FUNASRAPI FUNASR_HANDLE FunTpassOnlineInit(FUNASR_HANDLE tpass_handle, std::vector<int> chunk_size)
   {
      return funasr::CreateTpassOnlineStream(tpass_handle, chunk_size);
   }

   // APIs for ASR Infer
   _FUNASRAPI FUNASR_RESULT FunASRInferBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, FUNASR_MODE mode, QM_CALLBACK fn_callback, int sampling_rate)
   _FUNASRAPI FUNASR_RESULT FunASRInferBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, FUNASR_MODE mode, QM_CALLBACK fn_callback, bool input_finished, int sampling_rate, std::string wav_format)
   {
      funasr::Model* recog_obj = (funasr::Model*)handle;
      if (!recog_obj)
         return nullptr;

      funasr::Audio audio(1);
      if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
         return nullptr;
      if(wav_format == "pcm" || wav_format == "PCM"){
         if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
            return nullptr;
      }else{
         if (!audio.FfmpegLoad(sz_buf, n_len))
            return nullptr;
      }

      float* buff;
      int len;
@@ -52,12 +75,12 @@
      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
      if(p_result->snippet_time == 0){
            return p_result;
        }
         return p_result;
      }
      int n_step = 0;
      int n_total = audio.GetQueueSize();
      while (audio.Fetch(buff, len, flag) > 0) {
         string msg = recog_obj->Forward(buff, len, flag);
         string msg = recog_obj->Forward(buff, len, input_finished);
         p_result->msg += msg;
         n_step++;
         if (fn_callback)
@@ -82,8 +105,8 @@
         if (!audio.LoadPcmwav(sz_filename, &sampling_rate))
            return nullptr;
      }else{
         LOG(ERROR)<<"Wrong wav extension";
         exit(-1);
         if (!audio.FfmpegLoad(sz_filename))
            return nullptr;
      }

      float* buff;
@@ -97,7 +120,7 @@
            return p_result;
        }
      while (audio.Fetch(buff, len, flag) > 0) {
         string msg = recog_obj->Forward(buff, len, flag);
         string msg = recog_obj->Forward(buff, len, true);
         p_result->msg += msg;
         n_step++;
         if (fn_callback)
@@ -108,15 +131,20 @@
   }

   // APIs for VAD Infer
   _FUNASRAPI FUNASR_RESULT FsmnVadInferBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, QM_CALLBACK fn_callback, bool input_finished, int sampling_rate)
   _FUNASRAPI FUNASR_RESULT FsmnVadInferBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, QM_CALLBACK fn_callback, bool input_finished, int sampling_rate, std::string wav_format)
   {
      funasr::VadModel* vad_obj = (funasr::VadModel*)handle;
      if (!vad_obj)
         return nullptr;

      funasr::Audio audio(1);
      if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
         return nullptr;
      if(wav_format == "pcm" || wav_format == "PCM"){
         if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
            return nullptr;
      }else{
         if (!audio.FfmpegLoad(sz_buf, n_len))
            return nullptr;
      }

      funasr::FUNASR_VAD_RESULT* p_result = new funasr::FUNASR_VAD_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
@@ -146,8 +174,8 @@
         if (!audio.LoadPcmwav(sz_filename, &sampling_rate))
            return nullptr;
      }else{
         LOG(ERROR)<<"Wrong wav extension";
         exit(-1);
         if (!audio.FfmpegLoad(sz_filename))
            return nullptr;
      }

      funasr::FUNASR_VAD_RESULT* p_result = new funasr::FUNASR_VAD_RESULT;
@@ -164,26 +192,57 @@
   }

   // APIs for PUNC Infer
   _FUNASRAPI const std::string CTTransformerInfer(FUNASR_HANDLE handle, const char* sz_sentence, FUNASR_MODE mode, QM_CALLBACK fn_callback)
   _FUNASRAPI FUNASR_RESULT CTTransformerInfer(FUNASR_HANDLE handle, const char* sz_sentence, FUNASR_MODE mode, QM_CALLBACK fn_callback, PUNC_TYPE type, FUNASR_RESULT pre_result)
   {
      funasr::PuncModel* punc_obj = (funasr::PuncModel*)handle;
      if (!punc_obj)
         return nullptr;
		
      FUNASR_RESULT p_result = nullptr;
      if (type==PUNC_OFFLINE){
         p_result = (FUNASR_RESULT)new funasr::FUNASR_PUNC_RESULT;
         ((funasr::FUNASR_PUNC_RESULT*)p_result)->msg = punc_obj->AddPunc(sz_sentence);
      }else if(type==PUNC_ONLINE){
         if (!pre_result)
            p_result = (FUNASR_RESULT)new funasr::FUNASR_PUNC_RESULT;
         else
            p_result = pre_result;
         ((funasr::FUNASR_PUNC_RESULT*)p_result)->msg = punc_obj->AddPunc(sz_sentence, ((funasr::FUNASR_PUNC_RESULT*)p_result)->arr_cache);
      }else{
         LOG(ERROR) << "Wrong PUNC_TYPE";
         exit(-1);
      }

      string punc_res = punc_obj->AddPunc(sz_sentence);
      return punc_res;
      return p_result;
   }

   // 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, int sampling_rate)
   _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)
   {
      funasr::OfflineStream* offline_stream = (funasr::OfflineStream*)handle;
      if (!offline_stream)
         return nullptr;

      funasr::Audio audio(1);
      if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
      try{
         if(wav_format == "pcm" || wav_format == "PCM"){
            if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
               return nullptr;
         }else{
            if (!audio.FfmpegLoad(sz_buf, n_len))
               return nullptr;
         }
      }catch (std::exception const &e)
      {
         LOG(ERROR)<<e.what();
         return nullptr;
      }

      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
      if(p_result->snippet_time == 0){
            return p_result;
        }
      if(offline_stream->UseVad()){
         audio.Split(offline_stream);
      }
@@ -191,19 +250,34 @@
      float* buff;
      int len;
      int flag = 0;
      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
      if(p_result->snippet_time == 0){
            return p_result;
        }

      int n_step = 0;
      int n_total = audio.GetQueueSize();
      while (audio.Fetch(buff, len, flag) > 0) {
         string msg = (offline_stream->asr_handle)->Forward(buff, len, flag);
         p_result->msg += msg;
      float start_time = 0.0;
      std::string cur_stamp = "[";
      while (audio.Fetch(buff, len, flag, start_time) > 0) {
         string msg = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb);
         std::vector<std::string> msg_vec = funasr::split(msg, '|');
         if(msg_vec.size()==0){
            continue;
         }
         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;
               float end = std::stof(msg_stamp[i+1])+start_time;
               cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],";
            }
         }
         n_step++;
         if (fn_callback)
            fn_callback(n_step, n_total);
      }
      if(cur_stamp != "["){
         cur_stamp.erase(cur_stamp.length() - 1);
         p_result->stamp += cur_stamp + "]";
      }
      if(offline_stream->UsePunc()){
         string punc_res = (offline_stream->punc_handle)->AddPunc((p_result->msg).c_str());
@@ -213,24 +287,36 @@
      return p_result;
   }

   _FUNASRAPI FUNASR_RESULT FunOfflineInfer(FUNASR_HANDLE handle, const char* sz_filename, FUNASR_MODE mode, QM_CALLBACK fn_callback, int sampling_rate)
   _FUNASRAPI FUNASR_RESULT FunOfflineInfer(FUNASR_HANDLE handle, const char* sz_filename, FUNASR_MODE mode, QM_CALLBACK fn_callback, const std::vector<std::vector<float>> &hw_emb, int sampling_rate)
   {
      funasr::OfflineStream* offline_stream = (funasr::OfflineStream*)handle;
      if (!offline_stream)
         return nullptr;
      
      funasr::Audio audio(1);
      if(funasr::is_target_file(sz_filename, "wav")){
         int32_t sampling_rate_ = -1;
         if(!audio.LoadWav(sz_filename, &sampling_rate_))
            return nullptr;
      }else if(funasr::is_target_file(sz_filename, "pcm")){
         if (!audio.LoadPcmwav(sz_filename, &sampling_rate))
            return nullptr;
      }else{
         LOG(ERROR)<<"Wrong wav extension";
         exit(-1);
      try{
         if(funasr::is_target_file(sz_filename, "wav")){
            int32_t sampling_rate_ = -1;
            if(!audio.LoadWav(sz_filename, &sampling_rate_))
               return nullptr;
         }else if(funasr::is_target_file(sz_filename, "pcm")){
            if (!audio.LoadPcmwav(sz_filename, &sampling_rate))
               return nullptr;
         }else{
            if (!audio.FfmpegLoad(sz_filename))
               return nullptr;
         }
      }catch (std::exception const &e)
      {
         LOG(ERROR)<<e.what();
         return nullptr;
      }
		
      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
      if(p_result->snippet_time == 0){
            return p_result;
        }
      if(offline_stream->UseVad()){
         audio.Split(offline_stream);
      }
@@ -240,23 +326,134 @@
      int flag = 0;
      int n_step = 0;
      int n_total = audio.GetQueueSize();
      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio.GetTimeLen();
      if(p_result->snippet_time == 0){
            return p_result;
        }
      while (audio.Fetch(buff, len, flag) > 0) {
         string msg = (offline_stream->asr_handle)->Forward(buff, len, flag);
         p_result->msg+= msg;
      float start_time = 0.0;
      std::string cur_stamp = "[";
      while (audio.Fetch(buff, len, flag, start_time) > 0) {
         string msg = (offline_stream->asr_handle)->Forward(buff, len, true, hw_emb);
         std::vector<std::string> msg_vec = funasr::split(msg, '|');
         if(msg_vec.size()==0){
            continue;
         }
         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;
               float end = std::stof(msg_stamp[i+1])+start_time;
               cur_stamp += "["+std::to_string((int)(1000*begin))+","+std::to_string((int)(1000*end))+"],";
            }
         }

         n_step++;
         if (fn_callback)
            fn_callback(n_step, n_total);
      }
      if(cur_stamp != "["){
         cur_stamp.erase(cur_stamp.length() - 1);
         p_result->stamp += cur_stamp + "]";
      }
      if(offline_stream->UsePunc()){
         string punc_res = (offline_stream->punc_handle)->AddPunc((p_result->msg).c_str());
         p_result->msg = punc_res;
      }
   
      return p_result;
   }

   _FUNASRAPI const std::vector<std::vector<float>> CompileHotwordEmbedding(FUNASR_HANDLE handle, std::string &hotwords) {
      funasr::OfflineStream* offline_stream = (funasr::OfflineStream*)handle;
       std::vector<std::vector<float>> emb;
      if (!offline_stream)
         return emb;
      return (offline_stream->asr_handle)->CompileHotwordEmbedding(hotwords);
   }

   // APIs for 2pass-stream Infer
   _FUNASRAPI FUNASR_RESULT FunTpassInferBuffer(FUNASR_HANDLE handle, FUNASR_HANDLE online_handle, const char* sz_buf, int n_len, std::vector<std::vector<std::string>> &punc_cache, bool input_finished, int sampling_rate, std::string wav_format, ASR_TYPE mode)
   {
      funasr::TpassStream* tpass_stream = (funasr::TpassStream*)handle;
      funasr::TpassOnlineStream* tpass_online_stream = (funasr::TpassOnlineStream*)online_handle;
      if (!tpass_stream || !tpass_online_stream)
         return nullptr;
		
      funasr::VadModel* vad_online_handle = (tpass_online_stream->vad_online_handle).get();
      if (!vad_online_handle)
         return nullptr;

      funasr::Audio* audio = ((funasr::FsmnVadOnline*)vad_online_handle)->audio_handle.get();

      funasr::Model* asr_online_handle = (tpass_online_stream->asr_online_handle).get();
      if (!asr_online_handle)
         return nullptr;
      int chunk_len = ((funasr::ParaformerOnline*)asr_online_handle)->chunk_len;
		
      funasr::Model* asr_handle = (tpass_stream->asr_handle).get();
      if (!asr_handle)
         return nullptr;

      funasr::PuncModel* punc_online_handle = (tpass_stream->punc_online_handle).get();
      if (!punc_online_handle)
         return nullptr;

      if(wav_format == "pcm" || wav_format == "PCM"){
         if (!audio->LoadPcmwavOnline(sz_buf, n_len, &sampling_rate))
            return nullptr;
      }else{
         // if (!audio->FfmpegLoad(sz_buf, n_len))
         //    return nullptr;
         LOG(ERROR) <<"Wrong wav_format: " << wav_format ;
         return nullptr;
      }

      funasr::FUNASR_RECOG_RESULT* p_result = new funasr::FUNASR_RECOG_RESULT;
      p_result->snippet_time = audio->GetTimeLen();
      // if(p_result->snippet_time == 0){
      //    return p_result;
      // }
		
      audio->Split(vad_online_handle, chunk_len, input_finished, mode);

      funasr::AudioFrame* frame = NULL;
      while(audio->FetchChunck(frame) > 0){
         string msg = asr_online_handle->Forward(frame->data, frame->len, frame->is_final);
         if(mode == ASR_ONLINE){
            ((funasr::ParaformerOnline*)asr_online_handle)->online_res += msg;
            if(frame->is_final){
               string online_msg = ((funasr::ParaformerOnline*)asr_online_handle)->online_res;
               string msg_punc = punc_online_handle->AddPunc(online_msg.c_str(), punc_cache[0]);
               p_result->tpass_msg = msg_punc;
               ((funasr::ParaformerOnline*)asr_online_handle)->online_res = "";
               p_result->msg += msg;
            }else{
               p_result->msg += msg;
            }
         }else if(mode == ASR_TWO_PASS){
            p_result->msg += msg;
         }
         if(frame != NULL){
            delete frame;
            frame = NULL;
         }
      }

      while(audio->FetchTpass(frame) > 0){
         string msg = asr_handle->Forward(frame->data, frame->len, frame->is_final);
         string msg_punc = punc_online_handle->AddPunc(msg.c_str(), punc_cache[1]);
         if(input_finished){
            msg_punc += "。";
         }
         p_result->tpass_msg = msg_punc;
         if(frame != NULL){
            delete frame;
            frame = NULL;
         }
      }

      if(input_finished){
         audio->ResetIndex();
      }

      return p_result;
   }

@@ -295,6 +492,33 @@
      return p_result->msg.c_str();
   }

   _FUNASRAPI const char* FunASRGetStamp(FUNASR_RESULT result)
   {
      funasr::FUNASR_RECOG_RESULT * p_result = (funasr::FUNASR_RECOG_RESULT*)result;
      if(!p_result)
         return nullptr;

      return p_result->stamp.c_str();
   }

   _FUNASRAPI const char* FunASRGetTpassResult(FUNASR_RESULT result,int n_index)
   {
      funasr::FUNASR_RECOG_RESULT * p_result = (funasr::FUNASR_RECOG_RESULT*)result;
      if(!p_result)
         return nullptr;

      return p_result->tpass_msg.c_str();
   }

   _FUNASRAPI const char* CTTransformerGetResult(FUNASR_RESULT result,int n_index)
   {
      funasr::FUNASR_PUNC_RESULT * p_result = (funasr::FUNASR_PUNC_RESULT*)result;
      if(!p_result)
         return nullptr;

      return p_result->msg.c_str();
   }

   _FUNASRAPI vector<std::vector<int>>* FsmnVadGetResult(FUNASR_RESULT result,int n_index)
   {
      funasr::FUNASR_VAD_RESULT * p_result = (funasr::FUNASR_VAD_RESULT*)result;
@@ -310,6 +534,14 @@
      if (result)
      {
         delete (funasr::FUNASR_RECOG_RESULT*)result;
      }
   }

   _FUNASRAPI void CTTransformerFreeResult(FUNASR_RESULT result)
   {
      if (result)
      {
         delete (funasr::FUNASR_PUNC_RESULT*)result;
      }
   }

@@ -366,6 +598,26 @@
      delete offline_stream;
   }

   _FUNASRAPI void FunTpassUninit(FUNASR_HANDLE handle)
   {
      funasr::TpassStream* tpass_stream = (funasr::TpassStream*)handle;

      if (!tpass_stream)
         return;

      delete tpass_stream;
   }

   _FUNASRAPI void FunTpassOnlineUninit(FUNASR_HANDLE handle)
   {
      funasr::TpassOnlineStream* tpass_online_stream = (funasr::TpassOnlineStream*)handle;

      if (!tpass_online_stream)
         return;

      delete tpass_online_stream;
   }

#ifdef __cplusplus 

}