Add C++ runtime for *streaming* faster conformer transducer from NeMo. (#889)

Co-authored-by: sangeet2020 <15uec053@gmail.com>
This commit is contained in:
Sangeet Sagar
2024-05-30 07:55:03 +02:00
committed by GitHub
parent 49d66ec358
commit 3f472a9993
10 changed files with 1119 additions and 2 deletions

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// sherpa-onnx/csrc/online-transducer-greedy-search-nemo-decoder.h
//
// Copyright (c) 2024 Xiaomi Corporation
// Copyright (c) 2024 Sangeet Sagar
#ifndef SHERPA_ONNX_CSRC_ONLINE_TRANSDUCER_GREEDY_SEARCH_NEMO_DECODER_H_
#define SHERPA_ONNX_CSRC_ONLINE_TRANSDUCER_GREEDY_SEARCH_NEMO_DECODER_H_
#include <vector>
#include "sherpa-onnx/csrc/online-transducer-decoder.h"
#include "sherpa-onnx/csrc/online-transducer-nemo-model.h"
namespace sherpa_onnx {
class OnlineTransducerGreedySearchNeMoDecoder {
public:
OnlineTransducerGreedySearchNeMoDecoder(OnlineTransducerNeMoModel *model,
float blank_penalty)
: model_(model),
blank_penalty_(blank_penalty) {}
OnlineTransducerDecoderResult GetEmptyResult() const;
void UpdateDecoderOut(OnlineTransducerDecoderResult *result) {}
void StripLeadingBlanks(OnlineTransducerDecoderResult * /*r*/) const {}
std::vector<Ort::Value> Decode(
Ort::Value encoder_out,
std::vector<Ort::Value> decoder_states,
std::vector<OnlineTransducerDecoderResult> *result,
OnlineStream **ss = nullptr, int32_t n = 0);
private:
OnlineTransducerNeMoModel *model_; // Not owned
float blank_penalty_;
};
} // namespace sherpa_onnx
#endif // SHERPA_ONNX_CSRC_ONLINE_TRANSDUCER_GREEDY_SEARCH_NEMO_DECODER_H_