// sherpa-onnx/jni/online-recognizer.cc // // Copyright (c) 2024 Xiaomi Corporation #include "sherpa-onnx/csrc/online-recognizer.h" #include "sherpa-onnx/csrc/macros.h" #include "sherpa-onnx/jni/common.h" namespace sherpa_onnx { static OnlineRecognizerConfig GetConfig(JNIEnv *env, jobject config) { OnlineRecognizerConfig ans; jclass cls = env->GetObjectClass(config); jfieldID fid; // https://docs.oracle.com/javase/7/docs/technotes/guides/jni/spec/types.html // https://courses.cs.washington.edu/courses/cse341/99wi/java/tutorial/native1.1/implementing/field.html //---------- decoding ---------- fid = env->GetFieldID(cls, "decodingMethod", "Ljava/lang/String;"); jstring s = (jstring)env->GetObjectField(config, fid); const char *p = env->GetStringUTFChars(s, nullptr); ans.decoding_method = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(cls, "maxActivePaths", "I"); ans.max_active_paths = env->GetIntField(config, fid); fid = env->GetFieldID(cls, "hotwordsFile", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(config, fid); p = env->GetStringUTFChars(s, nullptr); ans.hotwords_file = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(cls, "hotwordsScore", "F"); ans.hotwords_score = env->GetFloatField(config, fid); fid = env->GetFieldID(cls, "ruleFsts", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(config, fid); p = env->GetStringUTFChars(s, nullptr); ans.rule_fsts = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(cls, "ruleFars", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(config, fid); p = env->GetStringUTFChars(s, nullptr); ans.rule_fars = p; env->ReleaseStringUTFChars(s, p); //---------- feat config ---------- fid = env->GetFieldID(cls, "featConfig", "Lcom/k2fsa/sherpa/onnx/FeatureConfig;"); jobject feat_config = env->GetObjectField(config, fid); jclass feat_config_cls = env->GetObjectClass(feat_config); fid = env->GetFieldID(feat_config_cls, "sampleRate", "I"); ans.feat_config.sampling_rate = env->GetIntField(feat_config, fid); fid = env->GetFieldID(feat_config_cls, "featureDim", "I"); ans.feat_config.feature_dim = env->GetIntField(feat_config, fid); //---------- enable endpoint ---------- fid = env->GetFieldID(cls, "enableEndpoint", "Z"); ans.enable_endpoint = env->GetBooleanField(config, fid); //---------- endpoint_config ---------- fid = env->GetFieldID(cls, "endpointConfig", "Lcom/k2fsa/sherpa/onnx/EndpointConfig;"); jobject endpoint_config = env->GetObjectField(config, fid); jclass endpoint_config_cls = env->GetObjectClass(endpoint_config); fid = env->GetFieldID(endpoint_config_cls, "rule1", "Lcom/k2fsa/sherpa/onnx/EndpointRule;"); jobject rule1 = env->GetObjectField(endpoint_config, fid); jclass rule_class = env->GetObjectClass(rule1); fid = env->GetFieldID(endpoint_config_cls, "rule2", "Lcom/k2fsa/sherpa/onnx/EndpointRule;"); jobject rule2 = env->GetObjectField(endpoint_config, fid); fid = env->GetFieldID(endpoint_config_cls, "rule3", "Lcom/k2fsa/sherpa/onnx/EndpointRule;"); jobject rule3 = env->GetObjectField(endpoint_config, fid); fid = env->GetFieldID(rule_class, "mustContainNonSilence", "Z"); ans.endpoint_config.rule1.must_contain_nonsilence = env->GetBooleanField(rule1, fid); ans.endpoint_config.rule2.must_contain_nonsilence = env->GetBooleanField(rule2, fid); ans.endpoint_config.rule3.must_contain_nonsilence = env->GetBooleanField(rule3, fid); fid = env->GetFieldID(rule_class, "minTrailingSilence", "F"); ans.endpoint_config.rule1.min_trailing_silence = env->GetFloatField(rule1, fid); ans.endpoint_config.rule2.min_trailing_silence = env->GetFloatField(rule2, fid); ans.endpoint_config.rule3.min_trailing_silence = env->GetFloatField(rule3, fid); fid = env->GetFieldID(rule_class, "minUtteranceLength", "F"); ans.endpoint_config.rule1.min_utterance_length = env->GetFloatField(rule1, fid); ans.endpoint_config.rule2.min_utterance_length = env->GetFloatField(rule2, fid); ans.endpoint_config.rule3.min_utterance_length = env->GetFloatField(rule3, fid); //---------- model config ---------- fid = env->GetFieldID(cls, "modelConfig", "Lcom/k2fsa/sherpa/onnx/OnlineModelConfig;"); jobject model_config = env->GetObjectField(config, fid); jclass model_config_cls = env->GetObjectClass(model_config); // transducer fid = env->GetFieldID(model_config_cls, "transducer", "Lcom/k2fsa/sherpa/onnx/OnlineTransducerModelConfig;"); jobject transducer_config = env->GetObjectField(model_config, fid); jclass transducer_config_cls = env->GetObjectClass(transducer_config); fid = env->GetFieldID(transducer_config_cls, "encoder", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(transducer_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.transducer.encoder = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(transducer_config_cls, "decoder", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(transducer_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.transducer.decoder = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(transducer_config_cls, "joiner", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(transducer_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.transducer.joiner = p; env->ReleaseStringUTFChars(s, p); // paraformer fid = env->GetFieldID(model_config_cls, "paraformer", "Lcom/k2fsa/sherpa/onnx/OnlineParaformerModelConfig;"); jobject paraformer_config = env->GetObjectField(model_config, fid); jclass paraformer_config_cls = env->GetObjectClass(paraformer_config); fid = env->GetFieldID(paraformer_config_cls, "encoder", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(paraformer_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.paraformer.encoder = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(paraformer_config_cls, "decoder", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(paraformer_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.paraformer.decoder = p; env->ReleaseStringUTFChars(s, p); // streaming zipformer2 CTC fid = env->GetFieldID(model_config_cls, "zipformer2Ctc", "Lcom/k2fsa/sherpa/onnx/OnlineZipformer2CtcModelConfig;"); jobject zipformer2_ctc_config = env->GetObjectField(model_config, fid); jclass zipformer2_ctc_config_cls = env->GetObjectClass(zipformer2_ctc_config); fid = env->GetFieldID(zipformer2_ctc_config_cls, "model", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(zipformer2_ctc_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.zipformer2_ctc.model = p; env->ReleaseStringUTFChars(s, p); // streaming NeMo CTC fid = env->GetFieldID(model_config_cls, "neMoCtc", "Lcom/k2fsa/sherpa/onnx/OnlineNeMoCtcModelConfig;"); jobject nemo_ctc_config = env->GetObjectField(model_config, fid); jclass nemo_ctc_config_cls = env->GetObjectClass(nemo_ctc_config); fid = env->GetFieldID(nemo_ctc_config_cls, "model", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(nemo_ctc_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.nemo_ctc.model = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(model_config_cls, "tokens", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.tokens = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(model_config_cls, "numThreads", "I"); ans.model_config.num_threads = env->GetIntField(model_config, fid); fid = env->GetFieldID(model_config_cls, "debug", "Z"); ans.model_config.debug = env->GetBooleanField(model_config, fid); fid = env->GetFieldID(model_config_cls, "provider", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.provider_config.provider = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(model_config_cls, "modelType", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.model_type = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(model_config_cls, "modelingUnit", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.modeling_unit = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(model_config_cls, "bpeVocab", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.model_config.bpe_vocab = p; env->ReleaseStringUTFChars(s, p); //---------- rnn lm model config ---------- fid = env->GetFieldID(cls, "lmConfig", "Lcom/k2fsa/sherpa/onnx/OnlineLMConfig;"); jobject lm_model_config = env->GetObjectField(config, fid); jclass lm_model_config_cls = env->GetObjectClass(lm_model_config); fid = env->GetFieldID(lm_model_config_cls, "model", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(lm_model_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.lm_config.model = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(lm_model_config_cls, "scale", "F"); ans.lm_config.scale = env->GetFloatField(lm_model_config, fid); fid = env->GetFieldID(cls, "ctcFstDecoderConfig", "Lcom/k2fsa/sherpa/onnx/OnlineCtcFstDecoderConfig;"); jobject fst_decoder_config = env->GetObjectField(config, fid); jclass fst_decoder_config_cls = env->GetObjectClass(fst_decoder_config); fid = env->GetFieldID(fst_decoder_config_cls, "graph", "Ljava/lang/String;"); s = (jstring)env->GetObjectField(fst_decoder_config, fid); p = env->GetStringUTFChars(s, nullptr); ans.ctc_fst_decoder_config.graph = p; env->ReleaseStringUTFChars(s, p); fid = env->GetFieldID(fst_decoder_config_cls, "maxActive", "I"); ans.ctc_fst_decoder_config.max_active = env->GetIntField(fst_decoder_config, fid); return ans; } } // namespace sherpa_onnx SHERPA_ONNX_EXTERN_C JNIEXPORT jlong JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_newFromAsset(JNIEnv *env, jobject /*obj*/, jobject asset_manager, jobject _config) { #if __ANDROID_API__ >= 9 AAssetManager *mgr = AAssetManager_fromJava(env, asset_manager); if (!mgr) { SHERPA_ONNX_LOGE("Failed to get asset manager: %p", mgr); } #endif auto config = sherpa_onnx::GetConfig(env, _config); SHERPA_ONNX_LOGE("config:\n%s", config.ToString().c_str()); auto recognizer = new sherpa_onnx::OnlineRecognizer( #if __ANDROID_API__ >= 9 mgr, #endif config); return (jlong)recognizer; } SHERPA_ONNX_EXTERN_C JNIEXPORT jlong JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_newFromFile( JNIEnv *env, jobject /*obj*/, jobject _config) { auto config = sherpa_onnx::GetConfig(env, _config); SHERPA_ONNX_LOGE("config:\n%s", config.ToString().c_str()); if (!config.Validate()) { SHERPA_ONNX_LOGE("Errors found in config!"); return 0; } auto recognizer = new sherpa_onnx::OnlineRecognizer(config); return (jlong)recognizer; } SHERPA_ONNX_EXTERN_C JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_delete( JNIEnv * /*env*/, jobject /*obj*/, jlong ptr) { delete reinterpret_cast(ptr); } SHERPA_ONNX_EXTERN_C JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_reset( JNIEnv * /*env*/, jobject /*obj*/, jlong ptr, jlong stream_ptr) { auto recognizer = reinterpret_cast(ptr); auto stream = reinterpret_cast(stream_ptr); recognizer->Reset(stream); } SHERPA_ONNX_EXTERN_C JNIEXPORT bool JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_isReady( JNIEnv * /*env*/, jobject /*obj*/, jlong ptr, jlong stream_ptr) { auto recognizer = reinterpret_cast(ptr); auto stream = reinterpret_cast(stream_ptr); return recognizer->IsReady(stream); } SHERPA_ONNX_EXTERN_C JNIEXPORT bool JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_isEndpoint( JNIEnv * /*env*/, jobject /*obj*/, jlong ptr, jlong stream_ptr) { auto recognizer = reinterpret_cast(ptr); auto stream = reinterpret_cast(stream_ptr); return recognizer->IsEndpoint(stream); } SHERPA_ONNX_EXTERN_C JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_decode( JNIEnv * /*env*/, jobject /*obj*/, jlong ptr, jlong stream_ptr) { auto recognizer = reinterpret_cast(ptr); auto stream = reinterpret_cast(stream_ptr); recognizer->DecodeStream(stream); } SHERPA_ONNX_EXTERN_C JNIEXPORT jlong JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_createStream(JNIEnv *env, jobject /*obj*/, jlong ptr, jstring hotwords) { auto recognizer = reinterpret_cast(ptr); const char *p = env->GetStringUTFChars(hotwords, nullptr); std::unique_ptr stream; if (strlen(p) == 0) { stream = recognizer->CreateStream(); } else { stream = recognizer->CreateStream(p); } env->ReleaseStringUTFChars(hotwords, p); // The user is responsible to free the returned pointer. // // See Java_com_k2fsa_sherpa_onnx_OfflineStream_delete() from // ./offline-stream.cc sherpa_onnx::OnlineStream *ans = stream.release(); return (jlong)ans; } SHERPA_ONNX_EXTERN_C JNIEXPORT jobjectArray JNICALL Java_com_k2fsa_sherpa_onnx_OnlineRecognizer_getResult(JNIEnv *env, jobject /*obj*/, jlong ptr, jlong stream_ptr) { auto recognizer = reinterpret_cast(ptr); auto stream = reinterpret_cast(stream_ptr); sherpa_onnx::OnlineRecognizerResult result = recognizer->GetResult(stream); // [0]: text, jstring // [1]: tokens, array of jstring // [2]: timestamps, array of float jobjectArray obj_arr = (jobjectArray)env->NewObjectArray( 3, env->FindClass("java/lang/Object"), nullptr); jstring text = env->NewStringUTF(result.text.c_str()); env->SetObjectArrayElement(obj_arr, 0, text); jobjectArray tokens_arr = (jobjectArray)env->NewObjectArray( result.tokens.size(), env->FindClass("java/lang/String"), nullptr); int32_t i = 0; for (const auto &t : result.tokens) { jstring jtext = env->NewStringUTF(t.c_str()); env->SetObjectArrayElement(tokens_arr, i, jtext); i += 1; } env->SetObjectArrayElement(obj_arr, 1, tokens_arr); jfloatArray timestamps_arr = env->NewFloatArray(result.timestamps.size()); env->SetFloatArrayRegion(timestamps_arr, 0, result.timestamps.size(), result.timestamps.data()); env->SetObjectArrayElement(obj_arr, 2, timestamps_arr); return obj_arr; }