Add JNI (#57)

.github/scripts/.gitignore

@@ -0,0 +1,2 @@
+Makefile
+*.jar

.github/scripts/AssetManager.kt

@@ -0,0 +1,4 @@
+package android.content.res
+
+// a dummy class for testing only
+class AssetManager

.github/scripts/Main.kt

@@ -0,0 +1,45 @@
+package com.k2fsa.sherpa.onnx
+
+import android.content.res.AssetManager
+
+fun main() {
+  var featConfig = FeatureConfig(
+	  sampleRate=16000.0f,
+		featureDim=80,
+	)
+
+  var modelConfig = OnlineTransducerModelConfig(
+		encoder="./sherpa-onnx-streaming-zipformer-en-2023-02-21/encoder-epoch-99-avg-1.onnx",
+		decoder="./sherpa-onnx-streaming-zipformer-en-2023-02-21/decoder-epoch-99-avg-1.onnx",
+		joiner="./sherpa-onnx-streaming-zipformer-en-2023-02-21/joiner-epoch-99-avg-1.onnx",
+		numThreads=4,
+		debug=false,
+	)
+
+	var endpointConfig = EndpointConfig()
+
+	var config = OnlineRecognizerConfig(
+			modelConfig=modelConfig,
+			featConfig=featConfig,
+			endpointConfig=endpointConfig,
+			tokens="./sherpa-onnx-streaming-zipformer-en-2023-02-21/tokens.txt",
+			enableEndpoint=true,
+	)
+
+  var model = SherpaOnnx(
+      assetManager = AssetManager(),
+			config = config,
+  )
+  var samples = WaveReader.readWave(
+      assetManager = AssetManager(),
+      filename = "./sherpa-onnx-streaming-zipformer-en-2023-02-21/test_wavs/1089-134686-0001.wav",
+  )
+
+  model.decodeSamples(samples!!)
+
+  var tail_paddings = FloatArray(8000) // 0.5 seconds
+  model.decodeSamples(tail_paddings)
+
+  model.inputFinished()
+  println(model.text)
+}

.github/scripts/SherpaOnnx.kt

@@ -0,0 +1,89 @@
+package com.k2fsa.sherpa.onnx
+
+import android.content.res.AssetManager
+
+data class EndpointRule(
+    var mustContainNonSilence: Boolean,
+    var minTrailingSilence: Float,
+    var minUtteranceLength: Float,
+)
+
+data class EndpointConfig(
+    var rule1: EndpointRule = EndpointRule(false, 2.4f, 0.0f),
+    var rule2: EndpointRule = EndpointRule(true, 1.4f, 0.0f),
+    var rule3: EndpointRule = EndpointRule(false, 0.0f, 20.0f)
+)
+
+data class OnlineTransducerModelConfig(
+    var encoder: String,
+    var decoder: String,
+    var joiner: String,
+    var numThreads: Int = 4,
+		var debug: Boolean = false,
+)
+
+data class FeatureConfig(
+    var sampleRate: Float = 16000.0f,
+    var featureDim: Int = 80,
+)
+
+data class OnlineRecognizerConfig(
+    var featConfig: FeatureConfig = FeatureConfig(),
+    var modelConfig: OnlineTransducerModelConfig,
+    var tokens: String,
+    var endpointConfig: EndpointConfig = EndpointConfig(),
+    var enableEndpoint: Boolean,
+)
+
+class SherpaOnnx(
+    assetManager: AssetManager,
+    var config: OnlineRecognizerConfig
+) {
+    private val ptr: Long
+
+    init {
+        ptr = new(assetManager, config)
+    }
+
+    protected fun finalize() {
+        delete(ptr)
+    }
+
+
+    fun decodeSamples(samples: FloatArray) =
+        decodeSamples(ptr, samples, sampleRate = config.featConfig.sampleRate)
+
+    fun inputFinished() = inputFinished(ptr)
+    fun reset() = reset(ptr)
+    fun isEndpoint(): Boolean = isEndpoint(ptr)
+
+    val text: String
+        get() = getText(ptr)
+
+    private external fun delete(ptr: Long)
+
+    private external fun new(
+        assetManager: AssetManager,
+        config: OnlineRecognizerConfig,
+    ): Long
+
+    private external fun decodeSamples(ptr: Long, samples: FloatArray, sampleRate: Float)
+    private external fun inputFinished(ptr: Long)
+    private external fun getText(ptr: Long): String
+    private external fun reset(ptr: Long)
+    private external fun isEndpoint(ptr: Long): Boolean
+
+    companion object {
+        init {
+            System.loadLibrary("sherpa-onnx-jni")
+        }
+    }
+}
+
+fun getFeatureConfig(): FeatureConfig {
+    val featConfig = FeatureConfig()
+    featConfig.sampleRate = 16000.0f
+    featConfig.featureDim = 80
+
+    return featConfig
+}

.github/scripts/WaveReader.kt

@@ -0,0 +1,17 @@
+package com.k2fsa.sherpa.onnx
+
+import android.content.res.AssetManager
+
+class WaveReader {
+    companion object {
+        // Read a mono wave file.
+        // No resampling is made.
+        external fun readWave(
+            assetManager: AssetManager, filename: String, expected_sample_rate: Float = 16000.0f
+        ): FloatArray?
+
+        init {
+            System.loadLibrary("sherpa-onnx-jni")
+        }
+    }
+}

.github/scripts/test-jni.sh

@@ -0,0 +1,33 @@
+#!/usr/bin/env bash
+
+set -e
+
+mkdir -p build
+cd build
+
+cmake \
+  -DSHERPA_ONNX_ENABLE_PYTHON=OFF \
+  -DSHERPA_ONNX_ENABLE_TESTS=OFF \
+  -DSHERPA_ONNX_ENABLE_CHECK=OFF \
+  -DBUILD_SHARED_LIBS=ON \
+  -DSHERPA_ONNX_ENABLE_PORTAUDIO=OFF \
+  -DSHERPA_ONNX_ENABLE_JNI=ON \
+  ..
+
+make -j4
+ls -lh lib
+
+cd ..
+
+export LD_LIBRARY_PATH=$PWD/build/lib:$LD_LIBRARY_PATH
+
+cd .github/scripts/
+
+git lfs install
+git clone https://huggingface.co/csukuangfj/sherpa-onnx-streaming-zipformer-en-2023-02-21
+
+kotlinc-jvm -include-runtime -d main.jar Main.kt WaveReader.kt SherpaOnnx.kt AssetManager.kt
+
+ls -lh main.jar
+
+java -Djava.library.path=../../build/lib -jar main.jar

.github/workflows/jni.yaml

@@ -0,0 +1,59 @@
+name: jni
+
+on:
+  push:
+    branches:
+      - master
+    paths:
+      - '.github/workflows/jni.yaml'
+      - 'CMakeLists.txt'
+      - 'cmake/**'
+      - 'sherpa-onnx/csrc/*'
+      - 'sherpa-onnx/jni/*'
+      - '.github/scripts/test-jni.sh'
+  pull_request:
+    branches:
+      - master
+    paths:
+      - '.github/workflows/jni.yaml'
+      - 'CMakeLists.txt'
+      - 'cmake/**'
+      - 'sherpa-onnx/csrc/*'
+      - 'sherpa-onnx/jni/*'
+      - '.github/scripts/test-jni.sh'
+
+concurrency:
+  group: jni-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions:
+  contents: read
+
+jobs:
+  jni:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest]
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Display kotlin version
+        shell: bash
+        run: |
+          kotlinc -version
+
+      - name: Display java version
+        shell: bash
+        run: |
+          java -version
+          echo "JAVA_HOME is: ${JAVA_HOME}"
+
+      - name:  Run JNI test
+        shell: bash
+        run: |
+          .github/scripts/test-jni.sh

CMakeLists.txt

@@ -16,6 +16,7 @@ option(SHERPA_ONNX_ENABLE_TESTS "Whether to build tests" OFF)
 option(SHERPA_ONNX_ENABLE_CHECK "Whether to build with assert" ON)
 option(BUILD_SHARED_LIBS "Whether to build shared libraries" OFF)
 option(SHERPA_ONNX_ENABLE_PORTAUDIO "Whether to build with portaudio" ON)
+option(SHERPA_ONNX_ENABLE_JNI "Whether to build JNI internface" OFF)
 
 set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/lib")
 set(CMAKE_LIBRARY_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/lib")
@@ -44,6 +45,11 @@ if(NOT CMAKE_BUILD_TYPE)
   set(CMAKE_BUILD_TYPE Release)
 endif()
 
+if(DEFINED ANDROID_ABI)
+  message(STATUS "Set SHERPA_ONNX_ENABLE_JNI to ON for Android")
+  set(SHERPA_ONNX_ENABLE_JNI ON CACHE BOOL "" FORCE)
+endif()
+
 message(STATUS "CMAKE_BUILD_TYPE: ${CMAKE_BUILD_TYPE}")
 message(STATUS "CMAKE_INSTALL_PREFIX: ${CMAKE_INSTALL_PREFIX}")
 message(STATUS "BUILD_SHARED_LIBS ${BUILD_SHARED_LIBS}")
@@ -51,6 +57,7 @@ message(STATUS "SHERPA_ONNX_ENABLE_PYTHON ${SHERPA_ONNX_ENABLE_PYTHON}")
 message(STATUS "SHERPA_ONNX_ENABLE_TESTS ${SHERPA_ONNX_ENABLE_TESTS}")
 message(STATUS "SHERPA_ONNX_ENABLE_CHECK ${SHERPA_ONNX_ENABLE_CHECK}")
 message(STATUS "SHERPA_ONNX_ENABLE_PORTAUDIO ${SHERPA_ONNX_ENABLE_PORTAUDIO}")
+message(STATUS "SHERPA_ONNX_ENABLE_JNI ${SHERPA_ONNX_ENABLE_JNI}")
 
 set(CMAKE_CXX_STANDARD 14 CACHE STRING "The C++ version to be used.")
 set(CMAKE_CXX_EXTENSIONS OFF)

sherpa-onnx/CMakeLists.txt

@@ -2,3 +2,7 @@ add_subdirectory(csrc)
 if(SHERPA_ONNX_ENABLE_PYTHON)
   add_subdirectory(python)
 endif()
+
+if(SHERPA_ONNX_ENABLE_JNI)
+  add_subdirectory(jni)
+endif()

sherpa-onnx/jni/CMakeLists.txt

@@ -0,0 +1,14 @@
+include_directories(${CMAKE_SOURCE_DIR})
+
+if(NOT DEFINED ANDROID_ABI)
+  if(NOT DEFINED ENV{JAVA_HOME})
+    message(FATAL_ERROR "Please set the environment variable JAVA_HOME")
+  endif()
+  include_directories($ENV{JAVA_HOME}/include)
+  include_directories($ENV{JAVA_HOME}/include/linux)
+  include_directories($ENV{JAVA_HOME}/include/darwin)
+endif()
+
+add_library(sherpa-onnx-jni jni.cc)
+target_link_libraries(sherpa-onnx-jni sherpa-onnx-core)
+install(TARGETS sherpa-onnx-jni DESTINATION lib)

sherpa-onnx/jni/jni.cc

@@ -0,0 +1,315 @@
+// sherpa-onnx/jni/jni.cc
+//
+// Copyright (c)  2022-2023  Xiaomi Corporation
+//                2022       Pingfeng Luo
+
+// TODO(fangjun): Add documentation to functions/methods in this file
+// and also show how to use them with kotlin, possibly with java.
+
+// If you use ndk, you can find "jni.h" inside
+// android-ndk/toolchains/llvm/prebuilt/linux-x86_64/sysroot/usr/include
+#include "jni.h"  // NOLINT
+
+#include <strstream>
+
+#if __ANDROID_API__ >= 9
+#include "android/asset_manager.h"
+#include "android/asset_manager_jni.h"
+#else
+#include <fstream>
+#endif
+
+#if __ANDROID_API__ >= 8
+#include <android/log.h>
+#define SHERPA_ONNX_LOGE(...)                                            \
+  do {                                                                   \
+    fprintf(stderr, ##__VA_ARGS__);                                      \
+    fprintf(stderr, "\n");                                               \
+    __android_log_print(ANDROID_LOG_WARN, "sherpa-onnx", ##__VA_ARGS__); \
+  } while (0)
+#else
+#define SHERPA_ONNX_LOGE(...)       \
+  do {                              \
+    fprintf(stderr, ##__VA_ARGS__); \
+    fprintf(stderr, "\n");          \
+  } while (0)
+#endif
+
+#include "sherpa-onnx/csrc/online-recognizer.h"
+#include "sherpa-onnx/csrc/wave-reader.h"
+
+#define SHERPA_ONNX_EXTERN_C extern "C"
+
+namespace sherpa_onnx {
+
+class SherpaOnnx {
+ public:
+  SherpaOnnx(
+#if __ANDROID_API__ >= 9
+      AAssetManager *mgr,
+#endif
+      const sherpa_onnx::OnlineRecognizerConfig &config)
+      : recognizer_(
+#if __ANDROID_API__ >= 9
+            mgr,
+#endif
+            config),
+        stream_(recognizer_.CreateStream()),
+        tail_padding_(16000 * 0.32, 0) {
+  }
+
+  void DecodeSamples(float sample_rate, const float *samples, int32_t n) const {
+    stream_->AcceptWaveform(sample_rate, samples, n);
+    Decode();
+  }
+
+  void InputFinished() const {
+    stream_->AcceptWaveform(16000, tail_padding_.data(), tail_padding_.size());
+    stream_->InputFinished();
+    Decode();
+  }
+
+  const std::string GetText() const {
+    auto result = recognizer_.GetResult(stream_.get());
+    return result.text;
+  }
+
+  bool IsEndpoint() const { return recognizer_.IsEndpoint(stream_.get()); }
+
+  void Reset() const { return recognizer_.Reset(stream_.get()); }
+
+ private:
+  void Decode() const {
+    while (recognizer_.IsReady(stream_.get())) {
+      recognizer_.DecodeStream(stream_.get());
+    }
+  }
+
+ private:
+  sherpa_onnx::OnlineRecognizer recognizer_;
+  std::unique_ptr<sherpa_onnx::OnlineStream> stream_;
+  std::vector<float> tail_padding_;
+};
+
+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
+
+  //---------- 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", "F");
+  ans.feat_config.sampling_rate = env->GetFloatField(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);
+
+  //---------- tokens ----------
+
+  fid = env->GetFieldID(cls, "tokens", "Ljava/lang/String;");
+  jstring s = (jstring)env->GetObjectField(config, fid);
+  const char *p = env->GetStringUTFChars(s, nullptr);
+  ans.tokens = p;
+  env->ReleaseStringUTFChars(s, p);
+
+  //---------- model config ----------
+  fid = env->GetFieldID(cls, "modelConfig",
+                        "Lcom/k2fsa/sherpa/onnx/OnlineTransducerModelConfig;");
+  jobject model_config = env->GetObjectField(config, fid);
+  jclass model_config_cls = env->GetObjectClass(model_config);
+
+  fid = env->GetFieldID(model_config_cls, "encoder", "Ljava/lang/String;");
+  s = (jstring)env->GetObjectField(model_config, fid);
+  p = env->GetStringUTFChars(s, nullptr);
+  ans.model_config.encoder_filename = p;
+  env->ReleaseStringUTFChars(s, p);
+
+  fid = env->GetFieldID(model_config_cls, "decoder", "Ljava/lang/String;");
+  s = (jstring)env->GetObjectField(model_config, fid);
+  p = env->GetStringUTFChars(s, nullptr);
+  ans.model_config.decoder_filename = p;
+  env->ReleaseStringUTFChars(s, p);
+
+  fid = env->GetFieldID(model_config_cls, "joiner", "Ljava/lang/String;");
+  s = (jstring)env->GetObjectField(model_config, fid);
+  p = env->GetStringUTFChars(s, nullptr);
+  ans.model_config.joiner_filename = 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);
+
+  return ans;
+}
+
+}  // namespace sherpa_onnx
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT jlong JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_new(
+    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);
+  auto model = new sherpa_onnx::SherpaOnnx(
+#if __ANDROID_API__ >= 9
+      mgr,
+#endif
+      config);
+
+  return (jlong)model;
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_delete(
+    JNIEnv *env, jobject /*obj*/, jlong ptr) {
+  SHERPA_ONNX_LOGE("freed!");
+  delete reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr);
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_reset(
+    JNIEnv *env, jobject /*obj*/, jlong ptr) {
+  auto model = reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr);
+  model->Reset();
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT bool JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_isEndpoint(
+    JNIEnv *env, jobject /*obj*/, jlong ptr) {
+  auto model = reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr);
+  return model->IsEndpoint();
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_decodeSamples(
+    JNIEnv *env, jobject /*obj*/, jlong ptr, jfloatArray samples,
+    jfloat sample_rate) {
+  auto model = reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr);
+
+  jfloat *p = env->GetFloatArrayElements(samples, nullptr);
+  jsize n = env->GetArrayLength(samples);
+
+  model->DecodeSamples(sample_rate, p, n);
+
+  env->ReleaseFloatArrayElements(samples, p, JNI_ABORT);
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT void JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_inputFinished(
+    JNIEnv *env, jobject /*obj*/, jlong ptr) {
+  reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr)->InputFinished();
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT jstring JNICALL Java_com_k2fsa_sherpa_onnx_SherpaOnnx_getText(
+    JNIEnv *env, jobject /*obj*/, jlong ptr) {
+  // see
+  // https://stackoverflow.com/questions/11621449/send-c-string-to-java-via-jni
+  auto text = reinterpret_cast<sherpa_onnx::SherpaOnnx *>(ptr)->GetText();
+  return env->NewStringUTF(text.c_str());
+}
+
+SHERPA_ONNX_EXTERN_C
+JNIEXPORT jfloatArray JNICALL
+Java_com_k2fsa_sherpa_onnx_WaveReader_00024Companion_readWave(
+    JNIEnv *env, jclass /*cls*/, jobject asset_manager, jstring filename,
+    jfloat expected_sample_rate) {
+  const char *p_filename = env->GetStringUTFChars(filename, nullptr);
+#if __ANDROID_API__ >= 9
+  AAssetManager *mgr = AAssetManager_fromJava(env, asset_manager);
+  if (!mgr) {
+    SHERPA_ONNX_LOGE("Failed to get asset manager: %p", mgr);
+    return nullptr;
+  }
+
+  AAsset *asset = AAssetManager_open(mgr, p_filename, AASSET_MODE_BUFFER);
+  size_t asset_length = AAsset_getLength(asset);
+  std::vector<char> buffer(asset_length);
+  AAsset_read(asset, buffer.data(), asset_length);
+
+  std::istrstream is(buffer.data(), asset_length);
+#else
+  std::ifstream is(p_filename, std::ios::binary);
+#endif
+
+  bool is_ok = false;
+  std::vector<float> samples =
+      sherpa_onnx::ReadWave(is, expected_sample_rate, &is_ok);
+
+#if __ANDROID_API__ >= 9
+  AAsset_close(asset);
+#endif
+  env->ReleaseStringUTFChars(filename, p_filename);
+
+  if (!is_ok) {
+    return nullptr;
+  }
+
+  jfloatArray ans = env->NewFloatArray(samples.size());
+  env->SetFloatArrayRegion(ans, 0, samples.size(), samples.data());
+  return ans;
+}