// sherpa-onnx/csrc/online-lm.h // // Copyright (c) 2023 Xiaomi Corporation #ifndef SHERPA_ONNX_CSRC_ONLINE_LM_H_ #define SHERPA_ONNX_CSRC_ONLINE_LM_H_ #include #include #include #include "onnxruntime_cxx_api.h" // NOLINT #include "sherpa-onnx/csrc/hypothesis.h" #include "sherpa-onnx/csrc/online-lm-config.h" namespace sherpa_onnx { class OnlineLM { public: virtual ~OnlineLM() = default; static std::unique_ptr Create(const OnlineLMConfig &config); virtual std::pair> GetInitStates() = 0; /** ScoreToken a batch of sentences. * * @param x A 2-D tensor of shape (N, 1) with data type int64. * @param states It contains the states for the LM model * @return Return a pair containingo * - log_prob of NN LM * - updated states * */ virtual std::pair> ScoreToken( Ort::Value x, std::vector states) = 0; /** This function updates lm_lob_prob and nn_lm_scores of hyp * * @param scale LM score * @param hyps It is changed in-place. * */ virtual void ComputeLMScore(float scale, Hypothesis *hyp) = 0; }; } // namespace sherpa_onnx #endif // SHERPA_ONNX_CSRC_ONLINE_LM_H_