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68 lines
2.0 KiB
68 lines
2.0 KiB
// Copyright 2022 Horizon Robotics. All Rights Reserved.
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// Author: binbin.zhang@horizon.ai (Binbin Zhang)
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#ifndef DECODER_ASR_MODEL_H_
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#define DECODER_ASR_MODEL_H_
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#include <limits>
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#include <memory>
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#include <string>
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#include <vector>
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#include "utils/timer.h"
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#include "../utils/wn_utils.h"
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namespace wenet {
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class AsrModel {
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public:
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virtual int right_context() const { return right_context_; }
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virtual int subsampling_rate() const { return subsampling_rate_; }
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virtual int sos() const { return sos_; }
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virtual int eos() const { return eos_; }
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virtual bool is_bidirectional_decoder() const {
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return is_bidirectional_decoder_;
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}
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virtual int offset() const { return offset_; }
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// If chunk_size > 0, streaming case. Otherwise, none streaming case
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virtual void set_chunk_size(int chunk_size) { chunk_size_ = chunk_size; }
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virtual void set_num_left_chunks(int num_left_chunks) {
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num_left_chunks_ = num_left_chunks;
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}
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// start: if it is the start chunk of one sentence
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virtual int num_frames_for_chunk(bool start) const;
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virtual void Reset() = 0;
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virtual void ForwardEncoder(
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const std::vector<std::vector<float>>& chunk_feats,
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std::vector<std::vector<float>>* ctc_prob);
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virtual void AttentionRescoring(const std::vector<std::vector<int>>& hyps,
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float reverse_weight,
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std::vector<float>* rescoring_score) = 0;
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virtual std::shared_ptr<AsrModel> Copy() const = 0;
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protected:
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virtual void ForwardEncoderFunc(
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const std::vector<std::vector<float>>& chunk_feats,
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std::vector<std::vector<float>>* ctc_prob) = 0;
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virtual void CacheFeature(const std::vector<std::vector<float>>& chunk_feats);
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int right_context_ = 1;
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int subsampling_rate_ = 1;
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int sos_ = 0;
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int eos_ = 0;
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bool is_bidirectional_decoder_ = false;
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int chunk_size_ = 16;
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int num_left_chunks_ = -1; // -1 means all left chunks
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int offset_ = 0;
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std::vector<std::vector<float>> cached_feature_;
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};
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} // namespace wenet
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#endif // DECODER_ASR_MODEL_H_
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