#pragma once
|
|
|
#ifndef PARAFORMER_MODELIMP_H
|
#define PARAFORMER_MODELIMP_H
|
|
#include "precomp.h"
|
|
namespace paraformer {
|
|
class Paraformer : public Model {
|
private:
|
//std::unique_ptr<knf::OnlineFbank> fbank_;
|
knf::FbankOptions fbank_opts;
|
|
std::unique_ptr<FsmnVad> vad_handle;
|
std::unique_ptr<CTTransformer> punc_handle;
|
|
Vocab* vocab;
|
vector<float> means_list;
|
vector<float> vars_list;
|
const float scale = 22.6274169979695;
|
int32_t lfr_window_size = 7;
|
int32_t lfr_window_shift = 6;
|
|
void LoadCmvn(const char *filename);
|
vector<float> ApplyLfr(const vector<float> &in);
|
void ApplyCmvn(vector<float> *v);
|
|
string GreedySearch( float* in, int n_len);
|
|
std::shared_ptr<Ort::Session> m_session;
|
Ort::Env env_;
|
Ort::SessionOptions session_options;
|
|
vector<string> m_strInputNames, m_strOutputNames;
|
vector<const char*> m_szInputNames;
|
vector<const char*> m_szOutputNames;
|
|
public:
|
Paraformer(const char* path, int thread_num=0, bool quantize=false, bool use_vad=false, bool use_punc=false);
|
~Paraformer();
|
void Reset();
|
vector<float> FbankKaldi(float sample_rate, const float* waves, int len);
|
string ForwardChunk(float* din, int len, int flag);
|
string Forward(float* din, int len, int flag);
|
string Rescoring();
|
std::vector<std::vector<int>> VadSeg(std::vector<float>& pcm_data);
|
string AddPunc(const char* sz_input);
|
};
|
|
} // namespace paraformer
|
#endif
|