// sherpa-onnx/csrc/offline-recognizer.h // // Copyright (c) 2023 Xiaomi Corporation #ifndef SHERPA_ONNX_CSRC_OFFLINE_RECOGNIZER_H_ #define SHERPA_ONNX_CSRC_OFFLINE_RECOGNIZER_H_ #include #include #include #include "sherpa-onnx/csrc/offline-lm-config.h" #include "sherpa-onnx/csrc/offline-model-config.h" #include "sherpa-onnx/csrc/offline-stream.h" #include "sherpa-onnx/csrc/offline-transducer-model-config.h" #include "sherpa-onnx/csrc/parse-options.h" namespace sherpa_onnx { struct OfflineRecognitionResult; struct OfflineRecognizerConfig { OfflineFeatureExtractorConfig feat_config; OfflineModelConfig model_config; OfflineLMConfig lm_config; std::string decoding_method = "greedy_search"; int32_t max_active_paths = 4; float context_score = 1.5; // only greedy_search is implemented // TODO(fangjun): Implement modified_beam_search OfflineRecognizerConfig() = default; OfflineRecognizerConfig(const OfflineFeatureExtractorConfig &feat_config, const OfflineModelConfig &model_config, const OfflineLMConfig &lm_config, const std::string &decoding_method, int32_t max_active_paths, float context_score) : feat_config(feat_config), model_config(model_config), lm_config(lm_config), decoding_method(decoding_method), max_active_paths(max_active_paths), context_score(context_score) {} void Register(ParseOptions *po); bool Validate() const; std::string ToString() const; }; class OfflineRecognizerImpl; class OfflineRecognizer { public: ~OfflineRecognizer(); explicit OfflineRecognizer(const OfflineRecognizerConfig &config); /// Create a stream for decoding. std::unique_ptr CreateStream() const; /// Create a stream for decoding. std::unique_ptr CreateStream( const std::vector> &context_list) const; /** Decode a single stream * * @param s The stream to decode. */ void DecodeStream(OfflineStream *s) const { OfflineStream *ss[1] = {s}; DecodeStreams(ss, 1); } /** Decode a list of streams. * * @param ss Pointer to an array of streams. * @param n Size of the input array. */ void DecodeStreams(OfflineStream **ss, int32_t n) const; private: std::unique_ptr impl_; }; } // namespace sherpa_onnx #endif // SHERPA_ONNX_CSRC_OFFLINE_RECOGNIZER_H_