speech_recognition/FunASR
1
0
Fork 0
mirror of https://github.com/modelscope/FunASR synced 2025-09-15 14:48:36 +08:00
Code Issues Actions Packages Projects Releases Wiki Activity

fix paraformer-server for new apis

Browse Source
This commit is contained in:
lyblsgo 2023-05-08 19:47:01 +08:00
parent 7c5703ffdd
commit 760d1cd6d2
6 changed files with 82 additions and 61 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

49
funasr/runtime/grpc/Readme.md
View File

@ -37,39 +37,32 @@ source ~/.bashrc
### Start grpc paraformer server
```
./cmake/build/paraformer-server --port-id <string> [--punc-config
<string>] [--punc-model <string>]
--am-config <string> --am-cmvn <string>
--am-model <string> [--vad-config
<string>] [--vad-cmvn <string>]
[--vad-model <string>] [--] [--version]
[-h]
./cmake/build/paraformer-server --port-id <string> [--punc-quant <string>]
[--punc-dir <string>] [--vad-quant <string>]
[--vad-dir <string>] [--quantize <string>]
--model-dir <string> [--] [--version] [-h]
Where:
--port-id <string>
(required) port id
--model-dir <string>
(required) the asr model path, which contains model.onnx, config.yaml, am.mvn
--quantize <string>
false (Default), load the model of model.onnx in model_dir. If set true, load the model of model_quant.onnx in model_dir
--am-config <string>
(required) am config path
--am-cmvn <string>
(required) am cmvn path
--am-model <string>
(required) am model path
--vad-dir <string>
the vad model path, which contains model.onnx, vad.yaml, vad.mvn
--vad-quant <string>
false (Default), load the model of model.onnx in vad_dir. If set true, load the model of model_quant.onnx in vad_dir
--punc-config <string>
punc config path
--punc-model <string>
punc model path
--vad-config <string>
vad config path
--vad-cmvn <string>
vad cmvn path
--vad-model <string>
vad model path
Required: --port-id <string> --am-config <string> --am-cmvn <string> --am-model <string>
If use vad, please add: [--vad-config <string>] [--vad-cmvn <string>] [--vad-model <string>]
If use punc, please add: [--punc-config <string>] [--punc-model <string>]
--punc-dir <string>
the punc model path, which contains model.onnx, punc.yaml
--punc-quant <string>
false (Default), load the model of model.onnx in punc_dir. If set true, load the model of model_quant.onnx in punc_dir
Required: --port-id <string> --model-dir <string>
If use vad, please add: --vad-dir <string>
If use punc, please add: --punc-dir <string>
```
## For the client

50
funasr/runtime/grpc/paraformer-server.cc
View File

@ -31,7 +31,7 @@ using paraformer::Response;
using paraformer::ASR;
ASRServicer::ASRServicer(std::map<std::string, std::string>& model_path) {
AsrHanlde=FunASRInit(model_path, 1);
AsrHanlde=FunOfflineInit(model_path, 1);
std::cout << "ASRServicer init" << std::endl;
init_flag = 0;
}
@ -137,7 +137,7 @@ grpc::Status ASRServicer::Recognize(
stream->Write(res);
}
else {
FUNASR_RESULT Result= FunASRRecogPCMBuffer(AsrHanlde, tmp_data.c_str(), data_len_int, 16000, RASR_NONE, NULL);
FUNASR_RESULT Result= FunOfflineRecogPCMBuffer(AsrHanlde, tmp_data.c_str(), data_len_int, 16000, RASR_NONE, NULL);
std::string asr_result = ((FUNASR_RECOG_RESULT*)Result)->msg;
auto end_time = std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now().time_since_epoch()).count();
@ -204,38 +204,30 @@ int main(int argc, char* argv[]) {
FLAGS_logtostderr = true;
TCLAP::CmdLine cmd("paraformer-server", ' ', "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> vad_config("", VAD_CONFIG_PATH, "vad config path", false, "", "string");
TCLAP::ValueArg<std::string> model_dir("", MODEL_DIR, "the asr model path, which contains model.onnx, config.yaml, am.mvn", true, "", "string");
TCLAP::ValueArg<std::string> quantize("", QUANTIZE, "false (Default), load the model of model.onnx in model_dir. If set true, load the model of model_quant.onnx in model_dir", false, "false", "string");
TCLAP::ValueArg<std::string> vad_dir("", VAD_DIR, "the vad model path, which contains model.onnx, vad.yaml, vad.mvn", false, "", "string");
TCLAP::ValueArg<std::string> vad_quant("", VAD_QUANT, "false (Default), load the model of model.onnx in vad_dir. If set true, load the model of model_quant.onnx in vad_dir", false, "false", "string");
TCLAP::ValueArg<std::string> punc_dir("", PUNC_DIR, "the punc model path, which contains model.onnx, punc.yaml", false, "", "string");
TCLAP::ValueArg<std::string> punc_quant("", PUNC_QUANT, "false (Default), load the model of model.onnx in punc_dir. If set true, load the model of model_quant.onnx in punc_dir", false, "false", "string");
TCLAP::ValueArg<std::string> port_id("", PORT_ID, "port id", true, "", "string");
TCLAP::ValueArg<std::string> am_model("", AM_MODEL_PATH, "am model path", true, "", "string");
TCLAP::ValueArg<std::string> am_cmvn("", AM_CMVN_PATH, "am cmvn path", true, "", "string");
TCLAP::ValueArg<std::string> am_config("", AM_CONFIG_PATH, "am config path", true, "", "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> port_id("", PORT_ID, "port id", true, "", "string");
cmd.add(vad_model);
cmd.add(vad_cmvn);
cmd.add(vad_config);
cmd.add(am_model);
cmd.add(am_cmvn);
cmd.add(am_config);
cmd.add(punc_model);
cmd.add(punc_config);
cmd.add(model_dir);
cmd.add(quantize);
cmd.add(vad_dir);
cmd.add(vad_quant);
cmd.add(punc_dir);
cmd.add(punc_quant);
cmd.add(port_id);
cmd.parse(argc, argv);
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(vad_config, VAD_CONFIG_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(model_dir, MODEL_DIR, model_path);
GetValue(quantize, QUANTIZE, model_path);
GetValue(vad_dir, VAD_DIR, model_path);
GetValue(vad_quant, VAD_QUANT, model_path);
GetValue(punc_dir, PUNC_DIR, model_path);
GetValue(punc_quant, PUNC_QUANT, model_path);
GetValue(port_id, PORT_ID, model_path);
RunServer(model_path);

2
funasr/runtime/grpc/paraformer-server.h
View File

@ -15,7 +15,7 @@
#include <chrono>
#include "paraformer.grpc.pb.h"
#include "libfunasrapi.h"
#include "funasrruntime.h"
using grpc::Server;

3
funasr/runtime/onnxruntime/include/funasrruntime.h
View File

@ -78,7 +78,8 @@ _FUNASRAPI void FunPuncUninit(FUNASR_HANDLE handle);
//OfflineStream
_FUNASRAPI FUNASR_HANDLE FunOfflineInit(std::map<std::string, std::string>& model_path, int thread_num);
_FUNASRAPI FUNASR_RESULT FunOfflineStream(FUNASR_HANDLE handle, const char* sz_wavfile, FUNASR_MODE mode, QM_CALLBACK fn_callback);
_FUNASRAPI FUNASR_RESULT FunOfflineRecogFile(FUNASR_HANDLE handle, const char* sz_wavfile, FUNASR_MODE mode, QM_CALLBACK fn_callback);
_FUNASRAPI FUNASR_RESULT FunOfflineRecogPCMBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, int sampling_rate, FUNASR_MODE mode, QM_CALLBACK fn_callback);
_FUNASRAPI void FunOfflineUninit(FUNASR_HANDLE handle);
#ifdef __cplusplus

2
funasr/runtime/onnxruntime/src/funasr-onnx-offline.cpp
View File

@ -107,7 +107,7 @@ int main(int argc, char** argv)
long taking_micros = 0;
for(auto& wav_file : wav_list){
gettimeofday(&start, NULL);
FUNASR_RESULT result=FunOfflineStream(asr_hanlde, wav_file.c_str(), RASR_NONE, NULL);
FUNASR_RESULT result=FunOfflineRecogFile(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);

37
funasr/runtime/onnxruntime/src/funasrruntime.cpp
View File

@ -178,7 +178,7 @@ extern "C" {
}
// APIs for Offline-stream Infer
_FUNASRAPI FUNASR_RESULT FunOfflineStream(FUNASR_HANDLE handle, const char* sz_wavfile, FUNASR_MODE mode, QM_CALLBACK fn_callback)
_FUNASRAPI FUNASR_RESULT FunOfflineRecogFile(FUNASR_HANDLE handle, const char* sz_wavfile, FUNASR_MODE mode, QM_CALLBACK fn_callback)
{
OfflineStream* offline_stream = (OfflineStream*)handle;
if (!offline_stream)
@ -214,6 +214,41 @@ extern "C" {
return p_result;
}
_FUNASRAPI FUNASR_RESULT FunOfflineRecogPCMBuffer(FUNASR_HANDLE handle, const char* sz_buf, int n_len, int sampling_rate, FUNASR_MODE mode, QM_CALLBACK fn_callback)
{
OfflineStream* offline_stream = (OfflineStream*)handle;
if (!offline_stream)
return nullptr;
Audio audio(1);
if (!audio.LoadPcmwav(sz_buf, n_len, &sampling_rate))
return nullptr;
if(offline_stream->UseVad()){
audio.Split(offline_stream);
}
float* buff;
int len;
int flag = 0;
FUNASR_RECOG_RESULT* p_result = new FUNASR_RECOG_RESULT;
p_result->snippet_time = audio.GetTimeLen();
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;
n_step++;
if (fn_callback)
fn_callback(n_step, n_total);
}
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 int FunASRGetRetNumber(FUNASR_RESULT result)
{
if (!result)