// sherpa-onnx/csrc/online-recognizer.cc // // Copyright (c) 2023 Xiaomi Corporation // Copyright (c) 2023 Pingfeng Luo #include "sherpa-onnx/csrc/online-recognizer.h" #include #include #include #include #include #include #include #include "nlohmann/json.hpp" #include "sherpa-onnx/csrc/online-recognizer-impl.h" namespace sherpa_onnx { std::string OnlineRecognizerResult::AsJsonString() const { using json = nlohmann::json; json j; j["text"] = text; j["tokens"] = tokens; j["start_time"] = start_time; #if 1 // This branch chooses number of decimal points to keep in // the return json string std::ostringstream os; os << "["; std::string sep = ""; for (auto t : timestamps) { os << sep << std::fixed << std::setprecision(2) << t; sep = ", "; } os << "]"; j["timestamps"] = os.str(); #else j["timestamps"] = timestamps; #endif j["segment"] = segment; j["is_final"] = is_final; return j.dump(); } void OnlineRecognizerConfig::Register(ParseOptions *po) { feat_config.Register(po); model_config.Register(po); endpoint_config.Register(po); lm_config.Register(po); po->Register("enable-endpoint", &enable_endpoint, "True to enable endpoint detection. False to disable it."); po->Register("max-active-paths", &max_active_paths, "beam size used in modified beam search."); po->Register("context-score", &context_score, "The bonus score for each token in context word/phrase. " "Used only when decoding_method is modified_beam_search"); po->Register("decoding-method", &decoding_method, "decoding method," "now support greedy_search and modified_beam_search."); } bool OnlineRecognizerConfig::Validate() const { if (decoding_method == "modified_beam_search" && !lm_config.model.empty()) { if (max_active_paths <= 0) { SHERPA_ONNX_LOGE("max_active_paths is less than 0! Given: %d", max_active_paths); return false; } if (!lm_config.Validate()) return false; } return model_config.Validate(); } std::string OnlineRecognizerConfig::ToString() const { std::ostringstream os; os << "OnlineRecognizerConfig("; os << "feat_config=" << feat_config.ToString() << ", "; os << "model_config=" << model_config.ToString() << ", "; os << "lm_config=" << lm_config.ToString() << ", "; os << "endpoint_config=" << endpoint_config.ToString() << ", "; os << "enable_endpoint=" << (enable_endpoint ? "True" : "False") << ", "; os << "max_active_paths=" << max_active_paths << ", "; os << "context_score=" << context_score << ", "; os << "decoding_method=\"" << decoding_method << "\")"; return os.str(); } OnlineRecognizer::OnlineRecognizer(const OnlineRecognizerConfig &config) : impl_(OnlineRecognizerImpl::Create(config)) {} #if __ANDROID_API__ >= 9 OnlineRecognizer::OnlineRecognizer(AAssetManager *mgr, const OnlineRecognizerConfig &config) : impl_(OnlineRecognizerImpl::Create(mgr, config)) {} #endif OnlineRecognizer::~OnlineRecognizer() = default; std::unique_ptr OnlineRecognizer::CreateStream() const { return impl_->CreateStream(); } std::unique_ptr OnlineRecognizer::CreateStream( const std::vector> &context_list) const { return impl_->CreateStream(context_list); } bool OnlineRecognizer::IsReady(OnlineStream *s) const { return impl_->IsReady(s); } void OnlineRecognizer::DecodeStreams(OnlineStream **ss, int32_t n) const { impl_->DecodeStreams(ss, n); } OnlineRecognizerResult OnlineRecognizer::GetResult(OnlineStream *s) const { return impl_->GetResult(s); } bool OnlineRecognizer::IsEndpoint(OnlineStream *s) const { return impl_->IsEndpoint(s); } void OnlineRecognizer::Reset(OnlineStream *s) const { impl_->Reset(s); } } // namespace sherpa_onnx