Add WearOS demo for audio tagging (#777)

+name: apk-audio-tagging-wearos
+
+on:
+  push:
+    tags:
+      - '*'
+
+  workflow_dispatch:
+
+concurrency:
+  group: apk-audio-tagging-wearos-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions:
+  contents: write
+
+jobs:
+  apk_audio_tagging_wearos:
+    if: github.repository_owner == 'csukuangfj' || github.repository_owner == 'k2-fsa'
+    runs-on: ${{ matrix.os }}
+    name: apk for WearOS ${{ matrix.index }}/${{ matrix.total }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest]
+        total: ["1"]
+        index: ["0"]
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      # https://github.com/actions/setup-java
+      - uses: actions/setup-java@v4
+        with:
+          distribution: 'temurin' # See 'Supported distributions' for available options
+          java-version: '21'
+
+      - name: ccache
+        uses: hendrikmuhs/ccache-action@v1.2
+        with:
+          key: ${{ matrix.os }}-android
+
+      - name: Display NDK HOME
+        shell: bash
+        run: |
+          echo "ANDROID_NDK_LATEST_HOME: ${ANDROID_NDK_LATEST_HOME}"
+          ls -lh ${ANDROID_NDK_LATEST_HOME}
+
+      - name: Install Python dependencies
+        shell: bash
+        run: |
+          python3 -m pip install --upgrade pip jinja2
+
+      - name: Setup build tool version variable
+        shell: bash
+        run: |
+          echo "---"
+          ls -lh /usr/local/lib/android/
+          echo "---"
+
+          ls -lh /usr/local/lib/android/sdk
+          echo "---"
+
+          ls -lh /usr/local/lib/android/sdk/build-tools
+          echo "---"
+
+          BUILD_TOOL_VERSION=$(ls /usr/local/lib/android/sdk/build-tools/ | tail -n 1)
+          echo "BUILD_TOOL_VERSION=$BUILD_TOOL_VERSION" >> $GITHUB_ENV
+          echo "Last build tool version is: $BUILD_TOOL_VERSION"
+
+      - name: Generate build script
+        shell: bash
+        run: |
+          cd scripts/apk
+
+          total=${{ matrix.total }}
+          index=${{ matrix.index }}
+
+          ./generate-audio-tagging-apk-script.py --total $total --index $index
+
+          chmod +x build-apk-audio-tagging-wearos.sh
+          mv -v ./build-apk-audio-tagging-wearos.sh ../..
+
+      - name: build APK
+        shell: bash
+        run: |
+          export CMAKE_CXX_COMPILER_LAUNCHER=ccache
+          export PATH="/usr/lib/ccache:/usr/local/opt/ccache/libexec:$PATH"
+          cmake --version
+
+          export ANDROID_NDK=$ANDROID_NDK_LATEST_HOME
+          ./build-apk-audio-tagging-wearos.sh
+
+      - name: Display APK
+        shell: bash
+        run: |
+          ls -lh ./apks/
+          du -h -d1 .
+
+      # https://github.com/marketplace/actions/sign-android-release
+      - uses: r0adkll/sign-android-release@v1
+        name: Sign app APK
+        with:
+          releaseDirectory: ./apks
+          signingKeyBase64: ${{ secrets.ANDROID_SIGNING_KEY }}
+          alias: ${{ secrets.ANDROID_SIGNING_KEY_ALIAS }}
+          keyStorePassword: ${{ secrets.ANDROID_SIGNING_KEY_STORE_PASSWORD }}
+        env:
+          BUILD_TOOLS_VERSION: ${{ env.BUILD_TOOL_VERSION }}
+
+      - name: Display APK for audio tagging after signing
+        shell: bash
+        run: |
+          ls -lh ./apks/
+          du -h -d1 .
+
+      - name: Rename APK for audio tagging after signing
+        shell: bash
+        run: |
+          cd apks
+          rm -fv signingKey.jks
+          rm -fv *.apk.idsig
+          rm -fv *-aligned.apk
+
+          all_apks=$(ls -1 *-signed.apk)
+          echo "----"
+          echo $all_apks
+          echo "----"
+          for apk in ${all_apks[@]}; do
+            n=$(echo $apk | sed -e s/-signed//)
+            mv -v $apk $n
+          done
+
+          cd ..
+
+          ls -lh ./apks/
+          du -h -d1 .
+
+      - name: Display APK after rename
+        shell: bash
+        run: |
+          ls -lh ./apks/
+          du -h -d1 .
+
+      - name: Publish to huggingface
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        uses: nick-fields/retry@v3
+        with:
+          max_attempts: 20
+          timeout_seconds: 200
+          shell: bash
+          command: |
+            git config --global user.email "csukuangfj@gmail.com"
+            git config --global user.name "Fangjun Kuang"
+
+            rm -rf huggingface
+            export GIT_LFS_SKIP_SMUDGE=1
+
+            git clone https://huggingface.co/csukuangfj/sherpa-onnx-apk huggingface
+            cd huggingface
+            git fetch
+            git pull
+            git merge -m "merge remote" --ff origin main
+
+            mkdir -p audio-tagging-wearos
+            cp -v ../apks/*.apk ./audio-tagging-wearos/
+            git status
+            git lfs track "*.apk"
+            git add .
+            git commit -m "add more apks"
+            git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-apk main

@@ -90,7 +90,7 @@ jobs:
           export PATH=/c/hostedtoolcache/windows/Python/3.9.13/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.9.13/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.10.11/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.10.11/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.11.9/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.11.9/x64/bin:$PATH
-          export PATH=/c/hostedtoolcache/windows/Python/3.12.2/x64/bin:$PATH
+          export PATH=/c/hostedtoolcache/windows/Python/3.12.3/x64/bin:$PATH
 
 
           which sherpa-onnx
           which sherpa-onnx
           sherpa-onnx --help
           sherpa-onnx --help

@@ -68,7 +68,7 @@ jobs:
           export PATH=/c/hostedtoolcache/windows/Python/3.9.13/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.9.13/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.10.11/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.10.11/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.11.9/x64/bin:$PATH
           export PATH=/c/hostedtoolcache/windows/Python/3.11.9/x64/bin:$PATH
-          export PATH=/c/hostedtoolcache/windows/Python/3.12.2/x64/bin:$PATH
+          export PATH=/c/hostedtoolcache/windows/Python/3.12.3/x64/bin:$PATH
 
 
           sherpa-onnx --help
           sherpa-onnx --help
           sherpa-onnx-keyword-spotter --help
           sherpa-onnx-keyword-spotter --help

@@ -40,7 +40,7 @@ jobs:
           ls -lh
           ls -lh
           echo "----------"
           echo "----------"
 
 
-          wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
+          curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
           tar xvf sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
           tar xvf sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
           rm sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
           rm sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
 
 

@@ -26,3 +26,7 @@ for usage.
 
 
 - [SherpaOnnxWebSocket](./SherpaOnnxWebSocket) It shows how to write a websocket
 - [SherpaOnnxWebSocket](./SherpaOnnxWebSocket) It shows how to write a websocket
   client for the Python streaming websocket server.
   client for the Python streaming websocket server.
+
+- [SherpaOnnxAudioTagging](./SherpaOnnxAudioTagging) It shows how to use audio tagging.
+
+- [SherpaOnnxAudioTaggingWearOS](./SherpaOnnxAudioTagging) It shows how to use audio tagging on WearOS.

@@ -103,14 +103,14 @@ class AudioTagging(
 //
 //
 // See also
 // See also
 // https://k2-fsa.github.io/sherpa/onnx/audio-tagging/
 // https://k2-fsa.github.io/sherpa/onnx/audio-tagging/
-fun getAudioTaggingConfig(type: Int): AudioTaggingConfig? {
+fun getAudioTaggingConfig(type: Int, numThreads: Int=1): AudioTaggingConfig? {
     when (type) {
     when (type) {
         0 -> {
         0 -> {
             val modelDir = "sherpa-onnx-zipformer-small-audio-tagging-2024-04-15"
             val modelDir = "sherpa-onnx-zipformer-small-audio-tagging-2024-04-15"
             return AudioTaggingConfig(
             return AudioTaggingConfig(
                 model = AudioTaggingModelConfig(
                 model = AudioTaggingModelConfig(
                     zipformer = OfflineZipformerAudioTaggingModelConfig(model = "$modelDir/model.int8.onnx"),
                     zipformer = OfflineZipformerAudioTaggingModelConfig(model = "$modelDir/model.int8.onnx"),
-                    numThreads = 1,
+                    numThreads = numThreads,
                     debug = true,
                     debug = true,
                 ),
                 ),
                 labels = "$modelDir/class_labels_indices.csv",
                 labels = "$modelDir/class_labels_indices.csv",

@@ -3,6 +3,7 @@ package com.k2fsa.sherpa.onnx.audio.tagging
 import android.content.res.AssetManager
 import android.content.res.AssetManager
 import android.util.Log
 import android.util.Log
 import com.k2fsa.sherpa.onnx.AudioTagging
 import com.k2fsa.sherpa.onnx.AudioTagging
+import com.k2fsa.sherpa.onnx.audio.tagging.wear.os.presentation.TAG
 import com.k2fsa.sherpa.onnx.getAudioTaggingConfig
 import com.k2fsa.sherpa.onnx.getAudioTaggingConfig
 
 
 object Tagger {
 object Tagger {
@@ -11,14 +12,14 @@ object Tagger {
         get() {
         get() {
             return _tagger!!
             return _tagger!!
         }
         }
-    fun initTagger(assetManager: AssetManager? = null) {
+    fun initTagger(assetManager: AssetManager? = null, numThreads: Int = 1) {
         synchronized(this) {
         synchronized(this) {
             if (_tagger != null) {
             if (_tagger != null) {
                 return
                 return
             }
             }
 
 
             Log.i(TAG, "Initializing audio tagger")
             Log.i(TAG, "Initializing audio tagger")
-            val config = getAudioTaggingConfig(type = 0)!!
+            val config = getAudioTaggingConfig(type = 0, numThreads=numThreads)!!
             _tagger = AudioTagging(assetManager, config)
             _tagger = AudioTagging(assetManager, config)
         }
         }
     }
     }

 <resources>
 <resources>
-    <string name="app_name">SherpaOnnxAudioTagging</string>
-</resources>
+    <string name="app_name">Audio Tagging</string>
+</resources>

+*.iml
+.gradle
+/local.properties
+/.idea/caches
+/.idea/libraries
+/.idea/modules.xml
+/.idea/workspace.xml
+/.idea/navEditor.xml
+/.idea/assetWizardSettings.xml
+.DS_Store
+/build
+/captures
+.externalNativeBuild
+.cxx
+local.properties

+/build

+plugins {
+    id("com.android.application")
+    id("org.jetbrains.kotlin.android")
+}
+
+android {
+    namespace = "com.k2fsa.sherpa.onnx.audio.tagging.wear.os"
+    compileSdk = 34
+
+    defaultConfig {
+        applicationId = "com.k2fsa.sherpa.onnx.audio.tagging.wear.os"
+        minSdk = 26
+        targetSdk = 34
+        versionCode = 1
+        versionName = "1.0"
+        vectorDrawables {
+            useSupportLibrary = true
+        }
+
+    }
+
+    buildTypes {
+        release {
+            isMinifyEnabled = false
+            proguardFiles(
+                getDefaultProguardFile("proguard-android-optimize.txt"),
+                "proguard-rules.pro"
+            )
+        }
+    }
+    compileOptions {
+        sourceCompatibility = JavaVersion.VERSION_1_8
+        targetCompatibility = JavaVersion.VERSION_1_8
+    }
+    kotlinOptions {
+        jvmTarget = "1.8"
+    }
+    buildFeatures {
+        compose = true
+    }
+    composeOptions {
+        kotlinCompilerExtensionVersion = "1.5.1"
+    }
+    packaging {
+        resources {
+            excludes += "/META-INF/{AL2.0,LGPL2.1}"
+        }
+    }
+}
+
+dependencies {
+
+    implementation("com.google.android.gms:play-services-wearable:18.1.0")
+    implementation(platform("androidx.compose:compose-bom:2023.08.00"))
+    implementation("androidx.compose.ui:ui")
+    implementation("androidx.compose.ui:ui-tooling-preview")
+    implementation("androidx.wear.compose:compose-material:1.1.2")
+    implementation("androidx.wear.compose:compose-foundation:1.1.2")
+    implementation("androidx.activity:activity-compose:1.7.2")
+    implementation("androidx.core:core-splashscreen:1.0.1")
+    implementation("androidx.compose.material3:material3-android:1.2.1")
+    androidTestImplementation(platform("androidx.compose:compose-bom:2023.08.00"))
+    androidTestImplementation("androidx.compose.ui:ui-test-junit4")
+    debugImplementation("androidx.compose.ui:ui-tooling")
+    debugImplementation("androidx.compose.ui:ui-test-manifest")
+}

+<?xml version="1.0" encoding="UTF-8"?>
+<lint>
+    <!-- Ignore the IconLocation for the Tile preview images -->
+    <issue id="IconLocation">
+        <ignore path="res/drawable/tile_preview.png" />
+        <ignore path="res/drawable-round/tile_preview.png" />
+    </issue>
+</lint>

+# Add project specific ProGuard rules here.
+# You can control the set of applied configuration files using the
+# proguardFiles setting in build.gradle.
+#
+# For more details, see
+#   http://developer.android.com/guide/developing/tools/proguard.html
+
+# If your project uses WebView with JS, uncomment the following
+# and specify the fully qualified class name to the JavaScript interface
+# class:
+#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
+#   public *;
+#}
+
+# Uncomment this to preserve the line number information for
+# debugging stack traces.
+#-keepattributes SourceFile,LineNumberTable
+
+# If you keep the line number information, uncomment this to
+# hide the original source file name.
+#-renamesourcefileattribute SourceFile

+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android">
+
+    <uses-permission android:name="android.permission.WAKE_LOCK" />
+    <uses-permission android:name="android.permission.RECORD_AUDIO" />
+
+    <uses-feature android:name="android.hardware.type.watch" />
+
+    <application
+        android:allowBackup="true"
+        android:icon="@mipmap/ic_launcher"
+        android:label="@string/app_name"
+        android:supportsRtl="true"
+        android:theme="@android:style/Theme.DeviceDefault">
+        <uses-library
+            android:name="com.google.android.wearable"
+            android:required="true" />
+
+        <!--
+               Set to true if your app is Standalone, that is, it does not require the handheld
+               app to run.
+        -->
+        <meta-data
+            android:name="com.google.android.wearable.standalone"
+            android:value="true" />
+
+        <activity
+            android:name=".presentation.MainActivity"
+            android:exported="true"
+            android:taskAffinity=""
+            android:theme="@style/MainActivityTheme.Starting">
+            <intent-filter>
+                <action android:name="android.intent.action.MAIN" />
+
+                <category android:name="android.intent.category.LAUNCHER" />
+            </intent-filter>
+        </activity>
+    </application>
+
+</manifest>

+../../../../../../../../../../../../../../SherpaOnnxAudioTagging/app/src/main/java/com/k2fsa/sherpa/onnx/audio/tagging/AudioTagging.kt

+package com.k2fsa.sherpa.onnx.audio.tagging.wear.os.presentation
+
+import android.Manifest
+import android.app.Activity
+import android.content.pm.PackageManager
+import android.media.AudioFormat
+import android.media.AudioRecord
+import android.media.MediaRecorder
+import android.util.Log
+import androidx.compose.foundation.background
+import androidx.compose.foundation.layout.Arrangement
+import androidx.compose.foundation.layout.Box
+import androidx.compose.foundation.layout.Column
+import androidx.compose.foundation.layout.Row
+import androidx.compose.foundation.layout.Spacer
+import androidx.compose.foundation.layout.fillMaxSize
+import androidx.compose.foundation.layout.fillMaxWidth
+import androidx.compose.foundation.layout.height
+import androidx.compose.material3.Slider
+import androidx.compose.runtime.Composable
+import androidx.compose.runtime.getValue
+import androidx.compose.runtime.mutableStateOf
+import androidx.compose.runtime.remember
+import androidx.compose.runtime.setValue
+import androidx.compose.ui.Alignment
+import androidx.compose.ui.Modifier
+import androidx.compose.ui.platform.LocalContext
+import androidx.compose.ui.text.style.TextAlign
+import androidx.compose.ui.unit.dp
+import androidx.compose.ui.unit.sp
+import androidx.core.app.ActivityCompat
+import androidx.wear.compose.material.Button
+import androidx.wear.compose.material.MaterialTheme
+import androidx.wear.compose.material.Text
+import com.k2fsa.sherpa.onnx.AudioEvent
+import com.k2fsa.sherpa.onnx.audio.tagging.Tagger
+import com.k2fsa.sherpa.onnx.audio.tagging.wear.os.presentation.theme.SherpaOnnxAudioTaggingWearOsTheme
+import kotlin.concurrent.thread
+
+private var audioRecord: AudioRecord? = null
+private val sampleRateInHz = 16000
+
+@Composable
+fun HomeScreen() {
+    val activity = LocalContext.current as Activity
+    var threshold by remember { mutableStateOf<Float>(0.6F) }
+    var firstTime by remember { mutableStateOf(true) }
+    var isStarted by remember { mutableStateOf(false) }
+    var result by remember { mutableStateOf("") }
+    val onButtonClick: () -> Unit = {
+        firstTime = false
+
+        isStarted = !isStarted
+        if (isStarted) {
+            result = ""
+            if (ActivityCompat.checkSelfPermission(
+                    activity,
+                    Manifest.permission.RECORD_AUDIO
+                ) != PackageManager.PERMISSION_GRANTED
+            ) {
+                Log.i(TAG, "Recording is not allowed")
+            } else {
+                val audioSource = MediaRecorder.AudioSource.MIC
+                val channelConfig = AudioFormat.CHANNEL_IN_MONO
+                val audioFormat = AudioFormat.ENCODING_PCM_16BIT
+                val numBytes =
+                    AudioRecord.getMinBufferSize(sampleRateInHz, channelConfig, audioFormat)
+
+                audioRecord = AudioRecord(
+                    audioSource,
+                    sampleRateInHz,
+                    AudioFormat.CHANNEL_IN_MONO,
+                    AudioFormat.ENCODING_PCM_16BIT,
+                    numBytes * 2 // a sample has two bytes as we are using 16-bit PCM
+                )
+
+                thread(true) {
+                    Log.i(TAG, "processing samples")
+                    val interval = 0.1 // i.e., 100 ms
+                    val bufferSize = (interval * sampleRateInHz).toInt() // in samples
+                    val buffer = ShortArray(bufferSize)
+                    val sampleList = ArrayList<FloatArray>()
+                    audioRecord?.let {
+                        it.startRecording()
+                        while (isStarted) {
+                            val ret = it.read(buffer, 0, buffer.size)
+                            ret.let { n ->
+                                val samples = FloatArray(n) { buffer[it] / 32768.0f }
+                                sampleList.add(samples)
+                            }
+                        }
+                    }
+                    Log.i(TAG, "Stop recording")
+                    Log.i(TAG, "Start recognition")
+                    val samples = Flatten(sampleList)
+                    val stream = Tagger.tagger.createStream()
+                    stream.acceptWaveform(samples, sampleRateInHz)
+                    val events = Tagger.tagger.compute(stream)
+                    stream.release()
+
+                    var str: String = ""
+                    for (e in events) {
+                        if (e.prob > threshold) {
+                            str += "%s (%.2f)\n".format(e.name, e.prob)
+                        }
+                    }
+                    result = str
+                }
+            }
+        }
+    }
+
+
+    SherpaOnnxAudioTaggingWearOsTheme {
+        Box(
+            modifier = Modifier
+                .fillMaxSize()
+                .background(MaterialTheme.colors.background),
+            contentAlignment = Alignment.Center
+        ) {
+            Column(
+                horizontalAlignment = Alignment.CenterHorizontally
+            ) {
+                Spacer(modifier = Modifier.height(16.dp))
+                if (firstTime) {
+                    ShowMessage()
+                }
+
+                Spacer(modifier = Modifier.height(16.dp))
+                Text(
+                    result,
+                    fontSize = 12.sp,
+                )
+
+                Text(
+                    "Threshold " + String.format("%.1f", threshold),
+                    fontSize = 12.sp
+                )
+                Slider(
+                    value = threshold,
+                    onValueChange = { threshold = it },
+                    valueRange = 0.1F..1.0F,
+                    modifier = Modifier.fillMaxWidth()
+                )
+                Button(
+                    onClick = onButtonClick,
+                ) {
+                    if (isStarted) {
+                        Text("Stop")
+                    } else {
+                        Text("Start")
+                    }
+                }
+            }
+        }
+    }
+}
+
+@Composable
+fun ShowMessage() {
+    val msg = "Audio tagging\nwith\nNext-gen Kaldi"
+    Text(
+        modifier = Modifier.fillMaxWidth(),
+        textAlign = TextAlign.Center,
+        color = MaterialTheme.colors.primary,
+        text = msg,
+    )
+}
+
+@Composable
+fun ViewRow(
+    modifier: Modifier = Modifier,
+    event: AudioEvent
+) {
+    Row(
+        modifier = modifier,
+        horizontalArrangement = Arrangement.Center,
+        verticalAlignment = Alignment.CenterVertically,
+    ) {
+        Text(
+            text = event.name,
+            modifier = modifier.weight(1.0F),
+        )
+        Text(
+            text = "%.2f".format(event.prob),
+            modifier = modifier.weight(1.0F),
+        )
+    }
+
+}
+
+
+fun Flatten(sampleList: ArrayList<FloatArray>): FloatArray {
+    var totalSamples = 0
+    for (a in sampleList) {
+        totalSamples += a.size
+    }
+    var i = 0
+    val samples = FloatArray(totalSamples)
+    for (a in sampleList) {
+        for (s in a) {
+            samples[i] = s
+            i += 1
+        }
+    }
+    Log.i(TAG, "$i, $totalSamples")
+
+    return samples
+}

+/* While this template provides a good starting point for using Wear Compose, you can always
+ * take a look at https://github.com/android/wear-os-samples/tree/main/ComposeStarter and
+ * https://github.com/android/wear-os-samples/tree/main/ComposeAdvanced to find the most up to date
+ * changes to the libraries and their usages.
+ */
+
+package com.k2fsa.sherpa.onnx.audio.tagging.wear.os.presentation
+
+import android.Manifest
+import android.content.pm.PackageManager
+import android.os.Bundle
+import android.util.Log
+import android.view.WindowManager
+import android.widget.Toast
+import androidx.activity.ComponentActivity
+import androidx.activity.compose.setContent
+import androidx.compose.runtime.Composable
+import androidx.core.app.ActivityCompat
+import androidx.core.splashscreen.SplashScreen.Companion.installSplashScreen
+import com.k2fsa.sherpa.onnx.audio.tagging.Tagger
+
+const val TAG = "sherpa-onnx"
+private const val REQUEST_RECORD_AUDIO_PERMISSION = 200
+
+class MainActivity : ComponentActivity() {
+    private val permissions: Array<String> = arrayOf(Manifest.permission.RECORD_AUDIO)
+    override fun onCreate(savedInstanceState: Bundle?) {
+        installSplashScreen()
+
+        super.onCreate(savedInstanceState)
+
+        // Keep the screen always on
+        // https://developer.android.com/develop/background-work/background-tasks/scheduling/wakelock
+        window.addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON)
+
+        setTheme(android.R.style.Theme_DeviceDefault)
+
+        setContent {
+            WearApp()
+        }
+
+        ActivityCompat.requestPermissions(this, permissions, REQUEST_RECORD_AUDIO_PERMISSION)
+        Tagger.initTagger(this.assets, numThreads = 2)
+    }
+
+    @Suppress("DEPRECATION")
+    override fun onRequestPermissionsResult(
+        requestCode: Int,
+        permissions: Array<out String>,
+        grantResults: IntArray
+    ) {
+        super.onRequestPermissionsResult(requestCode, permissions, grantResults)
+        val permissionToRecordAccepted = if (requestCode == REQUEST_RECORD_AUDIO_PERMISSION) {
+            grantResults[0] == PackageManager.PERMISSION_GRANTED
+        } else {
+            false
+        }
+
+        if (!permissionToRecordAccepted) {
+            Log.e(TAG, "Audio record is disallowed")
+            Toast.makeText(
+                this,
+                "This App needs access to the microphone",
+                Toast.LENGTH_SHORT
+            )
+                .show()
+            finish()
+        }
+        Log.i(TAG, "Audio record is permitted")
+    }
+}
+
+@Composable
+fun WearApp() {
+    HomeScreen()
+}

+../../../../../../../../../../../../../../SherpaOnnxAudioTagging/app/src/main/java/com/k2fsa/sherpa/onnx/audio/tagging/OfflineStream.kt

+../../../../../../../../../../../../../../SherpaOnnxAudioTagging/app/src/main/java/com/k2fsa/sherpa/onnx/audio/tagging/Tagger.kt

+package com.k2fsa.sherpa.onnx.audio.tagging.wear.os.presentation.theme
+
+import androidx.compose.runtime.Composable
+import androidx.wear.compose.material.MaterialTheme
+
+@Composable
+fun SherpaOnnxAudioTaggingWearOsTheme(
+    content: @Composable () -> Unit
+) {
+    /**
+     * Empty theme to customize for your app.
+     * See: https://developer.android.com/jetpack/compose/designsystems/custom
+     */
+    MaterialTheme(
+        content = content
+    )
+}

+<?xml version="1.0" encoding="utf-8"?>
+
+<layer-list xmlns:android="http://schemas.android.com/apk/res/android">
+    <item
+        android:width="48dp"
+        android:height="48dp"
+        android:gravity="center">
+        <shape android:shape="oval">
+            <solid android:color="#FFFFFF" />
+        </shape>
+    </item>
+    <item
+        android:width="40dp"
+        android:height="40dp"
+        android:gravity="center">
+        <vector
+            android:width="24dp"
+            android:height="24dp"
+            android:tint="#000000"
+            android:viewportWidth="24"
+            android:viewportHeight="24">
+            <path
+                android:fillColor="#FF000000"
+                android:pathData="M17.6,11.48 L19.44,8.3a0.63,0.63 0,0 0,-1.09 -0.63l-1.88,3.24a11.43,11.43 0,0 0,-8.94 0L5.65,7.67a0.63,0.63 0,0 0,-1.09 0.63L6.4,11.48A10.81,10.81 0,0 0,1 20L23,20A10.81,10.81 0,0 0,17.6 11.48ZM7,17.25A1.25,1.25 0,1 1,8.25 16,1.25 1.25,0 0,1 7,17.25ZM17,17.25A1.25,1.25 0,1 1,18.25 16,1.25 1.25,0 0,1 17,17.25Z" />
+        </vector>
+    </item>
+</layer-list>

+<resources>
+    <string name="hello_world">From the Round world,\nHello, %1$s!</string>
+</resources>

+<resources>
+    <string name="app_name">AudioTagging</string>
+    <!--
+    This string is used for square devices and overridden by hello_world in
+    values-round/strings.xml for round devices.
+    -->
+    <string name="hello_world">From the Square world,\nHello, %1$s!</string>
+</resources>

+<resources>
+
+    <style name="MainActivityTheme.Starting" parent="Theme.SplashScreen">
+        <item name="windowSplashScreenBackground">@android:color/black</item>
+        <item name="windowSplashScreenAnimatedIcon">@drawable/splash_icon</item>
+        <item name="postSplashScreenTheme">@android:style/Theme.DeviceDefault</item>
+    </style>
+</resources>

+// Top-level build file where you can add configuration options common to all sub-projects/modules.
+plugins {
+    id("com.android.application") version "8.2.0" apply false
+    id("org.jetbrains.kotlin.android") version "1.9.0" apply false
+}

+# Project-wide Gradle settings.
+# IDE (e.g. Android Studio) users:
+# Gradle settings configured through the IDE *will override*
+# any settings specified in this file.
+# For more details on how to configure your build environment visit
+# http://www.gradle.org/docs/current/userguide/build_environment.html
+# Specifies the JVM arguments used for the daemon process.
+# The setting is particularly useful for tweaking memory settings.
+org.gradle.jvmargs=-Xmx2048m -Dfile.encoding=UTF-8
+# When configured, Gradle will run in incubating parallel mode.
+# This option should only be used with decoupled projects. More details, visit
+# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
+# org.gradle.parallel=true
+# AndroidX package structure to make it clearer which packages are bundled with the
+# Android operating system, and which are packaged with your app's APK
+# https://developer.android.com/topic/libraries/support-library/androidx-rn
+android.useAndroidX=true
+# Kotlin code style for this project: "official" or "obsolete":
+kotlin.code.style=official
+# Enables namespacing of each library's R class so that its R class includes only the
+# resources declared in the library itself and none from the library's dependencies,
+# thereby reducing the size of the R class for that library
+android.nonTransitiveRClass=true

+#Tue Apr 16 20:57:10 CST 2024
+distributionBase=GRADLE_USER_HOME
+distributionPath=wrapper/dists
+distributionUrl=https\://services.gradle.org/distributions/gradle-8.2-bin.zip
+zipStoreBase=GRADLE_USER_HOME
+zipStorePath=wrapper/dists

+#!/usr/bin/env sh
+
+#
+# Copyright 2015 the original author or authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+##############################################################################
+##
+##  Gradle start up script for UN*X
+##
+##############################################################################
+
+# Attempt to set APP_HOME
+# Resolve links: $0 may be a link
+PRG="$0"
+# Need this for relative symlinks.
+while [ -h "$PRG" ] ; do
+    ls=`ls -ld "$PRG"`
+    link=`expr "$ls" : '.*-> \(.*\)$'`
+    if expr "$link" : '/.*' > /dev/null; then
+        PRG="$link"
+    else
+        PRG=`dirname "$PRG"`"/$link"
+    fi
+done
+SAVED="`pwd`"
+cd "`dirname \"$PRG\"`/" >/dev/null
+APP_HOME="`pwd -P`"
+cd "$SAVED" >/dev/null
+
+APP_NAME="Gradle"
+APP_BASE_NAME=`basename "$0"`
+
+# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
+DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"'
+
+# Use the maximum available, or set MAX_FD != -1 to use that value.
+MAX_FD="maximum"
+
+warn () {
+    echo "$*"
+}
+
+die () {
+    echo
+    echo "$*"
+    echo
+    exit 1
+}
+
+# OS specific support (must be 'true' or 'false').
+cygwin=false
+msys=false
+darwin=false
+nonstop=false
+case "`uname`" in
+  CYGWIN* )
+    cygwin=true
+    ;;
+  Darwin* )
+    darwin=true
+    ;;
+  MINGW* )
+    msys=true
+    ;;
+  NONSTOP* )
+    nonstop=true
+    ;;
+esac
+
+CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
+
+
+# Determine the Java command to use to start the JVM.
+if [ -n "$JAVA_HOME" ] ; then
+    if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
+        # IBM's JDK on AIX uses strange locations for the executables
+        JAVACMD="$JAVA_HOME/jre/sh/java"
+    else
+        JAVACMD="$JAVA_HOME/bin/java"
+    fi
+    if [ ! -x "$JAVACMD" ] ; then
+        die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
+
+Please set the JAVA_HOME variable in your environment to match the
+location of your Java installation."
+    fi
+else
+    JAVACMD="java"
+    which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
+
+Please set the JAVA_HOME variable in your environment to match the
+location of your Java installation."
+fi
+
+# Increase the maximum file descriptors if we can.
+if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
+    MAX_FD_LIMIT=`ulimit -H -n`
+    if [ $? -eq 0 ] ; then
+        if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
+            MAX_FD="$MAX_FD_LIMIT"
+        fi
+        ulimit -n $MAX_FD
+        if [ $? -ne 0 ] ; then
+            warn "Could not set maximum file descriptor limit: $MAX_FD"
+        fi
+    else
+        warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
+    fi
+fi
+
+# For Darwin, add options to specify how the application appears in the dock
+if $darwin; then
+    GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
+fi
+
+# For Cygwin or MSYS, switch paths to Windows format before running java
+if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then
+    APP_HOME=`cygpath --path --mixed "$APP_HOME"`
+    CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
+
+    JAVACMD=`cygpath --unix "$JAVACMD"`
+
+    # We build the pattern for arguments to be converted via cygpath
+    ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
+    SEP=""
+    for dir in $ROOTDIRSRAW ; do
+        ROOTDIRS="$ROOTDIRS$SEP$dir"
+        SEP="|"
+    done
+    OURCYGPATTERN="(^($ROOTDIRS))"
+    # Add a user-defined pattern to the cygpath arguments
+    if [ "$GRADLE_CYGPATTERN" != "" ] ; then
+        OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
+    fi
+    # Now convert the arguments - kludge to limit ourselves to /bin/sh
+    i=0
+    for arg in "$@" ; do
+        CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
+        CHECK2=`echo "$arg"|egrep -c "^-"`                                 ### Determine if an option
+
+        if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then                    ### Added a condition
+            eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
+        else
+            eval `echo args$i`="\"$arg\""
+        fi
+        i=`expr $i + 1`
+    done
+    case $i in
+        0) set -- ;;
+        1) set -- "$args0" ;;
+        2) set -- "$args0" "$args1" ;;
+        3) set -- "$args0" "$args1" "$args2" ;;
+        4) set -- "$args0" "$args1" "$args2" "$args3" ;;
+        5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
+        6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
+        7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
+        8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
+        9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
+    esac
+fi
+
+# Escape application args
+save () {
+    for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
+    echo " "
+}
+APP_ARGS=`save "$@"`
+
+# Collect all arguments for the java command, following the shell quoting and substitution rules
+eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
+
+exec "$JAVACMD" "$@"

+@rem
+@rem Copyright 2015 the original author or authors.
+@rem
+@rem Licensed under the Apache License, Version 2.0 (the "License");
+@rem you may not use this file except in compliance with the License.
+@rem You may obtain a copy of the License at
+@rem
+@rem      https://www.apache.org/licenses/LICENSE-2.0
+@rem
+@rem Unless required by applicable law or agreed to in writing, software
+@rem distributed under the License is distributed on an "AS IS" BASIS,
+@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+@rem See the License for the specific language governing permissions and
+@rem limitations under the License.
+@rem
+
+@if "%DEBUG%" == "" @echo off
+@rem ##########################################################################
+@rem
+@rem  Gradle startup script for Windows
+@rem
+@rem ##########################################################################
+
+@rem Set local scope for the variables with windows NT shell
+if "%OS%"=="Windows_NT" setlocal
+
+set DIRNAME=%~dp0
+if "%DIRNAME%" == "" set DIRNAME=.
+set APP_BASE_NAME=%~n0
+set APP_HOME=%DIRNAME%
+
+@rem Resolve any "." and ".." in APP_HOME to make it shorter.
+for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi
+
+@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
+set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m"
+
+@rem Find java.exe
+if defined JAVA_HOME goto findJavaFromJavaHome
+
+set JAVA_EXE=java.exe
+%JAVA_EXE% -version >NUL 2>&1
+if "%ERRORLEVEL%" == "0" goto execute
+
+echo.
+echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
+echo.
+echo Please set the JAVA_HOME variable in your environment to match the
+echo location of your Java installation.
+
+goto fail
+
+:findJavaFromJavaHome
+set JAVA_HOME=%JAVA_HOME:"=%
+set JAVA_EXE=%JAVA_HOME%/bin/java.exe
+
+if exist "%JAVA_EXE%" goto execute
+
+echo.
+echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
+echo.
+echo Please set the JAVA_HOME variable in your environment to match the
+echo location of your Java installation.
+
+goto fail
+
+:execute
+@rem Setup the command line
+
+set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
+
+
+@rem Execute Gradle
+"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %*
+
+:end
+@rem End local scope for the variables with windows NT shell
+if "%ERRORLEVEL%"=="0" goto mainEnd
+
+:fail
+rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
+rem the _cmd.exe /c_ return code!
+if  not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
+exit /b 1
+
+:mainEnd
+if "%OS%"=="Windows_NT" endlocal
+
+:omega

+pluginManagement {
+    repositories {
+        google()
+        mavenCentral()
+        gradlePluginPortal()
+    }
+}
+dependencyResolutionManagement {
+    repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
+    repositories {
+        google()
+        mavenCentral()
+    }
+}
+
+rootProject.name = "SherpaOnnxAudioTaggingWearOs"
+include(":app")
++ 

@@ -183,7 +183,7 @@ we use [sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18](https://github.com
 You can use the following command to run it:
 You can use the following command to run it:
 
 
 ```bash
 ```bash
-wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
+wget -q https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
 tar xvf sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
 tar xvf sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18.tar.bz2
 node ./test-online-zipformer2-ctc-hlg.js
 node ./test-online-zipformer2-ctc-hlg.js
 ```
 ```

+#!/usr/bin/env bash
+#
+# Auto generated! Please DO NOT EDIT!
+
+# Please set the environment variable ANDROID_NDK
+# before running this script
+
+# Inside the $ANDROID_NDK directory, you can find a binary ndk-build
+# and some other files like the file "build/cmake/android.toolchain.cmake"
+
+set -ex
+
+log() {
+  # This function is from espnet
+  local fname=${BASH_SOURCE[1]##*/}
+  echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
+}
+
+SHERPA_ONNX_VERSION=$(grep "SHERPA_ONNX_VERSION" ./CMakeLists.txt  | cut -d " " -f 2  | cut -d '"' -f 2)
+
+log "Building audio tagging WearOS APK for sherpa-onnx v${SHERPA_ONNX_VERSION}"
+
+log "====================arm64-v8a================="
+./build-android-arm64-v8a.sh
+log "====================armv7-eabi================"
+./build-android-armv7-eabi.sh
+log "====================x86-64===================="
+./build-android-x86-64.sh
+log "====================x86===================="
+./build-android-x86.sh
+
+mkdir -p apks
+
+{% for model in model_list %}
+pushd ./android/SherpaOnnxAudioTaggingWearOs/app/src/main/assets/
+model_name={{ model.model_name }}
+short_name={{ model.short_name }}
+type={{ model.idx }}
+
+curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/audio-tagging-models/${model_name}.tar.bz2
+tar xvf ${model_name}.tar.bz2
+rm -rfv $model_name/model.onnx
+rm -rfv $model_name/test_wavs
+rm -rf  *.tar.bz2
+ls -lh $model_name
+
+popd
+# Now we are at the project root directory
+
+git checkout .
+# Tagger.kt is a symlink file, so we use SherpaOnnxAudioTagging here instead of SherpaOnnxAudioTaggingWearOs
+pushd android/SherpaOnnxAudioTagging/app/src/main/java/com/k2fsa/sherpa/onnx/audio/tagging/
+sed -i.bak s/"type = 0/type = $type/" ./Tagger.kt
+git diff
+popd
+
+for arch in arm64-v8a armeabi-v7a x86_64 x86; do
+  log "------------------------------------------------------------"
+  log "build audio tagging apk for $arch"
+  log "------------------------------------------------------------"
+  src_arch=$arch
+  if [ $arch == "armeabi-v7a" ]; then
+    src_arch=armv7-eabi
+  elif [ $arch == "x86_64" ]; then
+    src_arch=x86-64
+  fi
+
+  ls -lh ./build-android-$src_arch/install/lib/*.so
+
+  cp -v ./build-android-$src_arch/install/lib/*.so ./android/SherpaOnnxAudioTaggingWearOs/app/src/main/jniLibs/$arch/
+
+  pushd ./android/SherpaOnnxAudioTaggingWearOs
+  sed -i.bak s/2048/9012/g ./gradle.properties
+  git diff ./gradle.properties
+  ./gradlew assembleRelease
+  popd
+
+  mv android/SherpaOnnxAudioTaggingWearOs/app/build/outputs/apk/release/app-release-unsigned.apk ./apks/sherpa-onnx-${SHERPA_ONNX_VERSION}-$arch-audio-tagging-$short_name-wearos.apk
+  ls -lh apks
+  rm -v ./android/SherpaOnnxAudioTaggingWearOs/app/src/main/jniLibs/$arch/*.so
+done
+
+rm -rf ./android/SherpaOnnxAudioTaggingWearOs/app/src/main/assets/$model_name
+{% endfor %}
+
+git checkout .
+
+ls -lh apks/

@@ -77,7 +77,10 @@ def main():
         d["model_list"].append(all_model_list[s])
         d["model_list"].append(all_model_list[s])
         print(f"{s}/{num_models}")
         print(f"{s}/{num_models}")
 
 
-    filename_list = ["./build-apk-audio-tagging.sh"]
+    filename_list = [
+        "./build-apk-audio-tagging.sh",
+        "./build-apk-audio-tagging-wearos.sh",
+    ]
     for filename in filename_list:
     for filename in filename_list:
         environment = jinja2.Environment()
         environment = jinja2.Environment()
         with open(f"{filename}.in") as f:
         with open(f"{filename}.in") as f:

@@ -40,8 +40,8 @@ def process_linux(s):
         "libpiper_phonemize.so.1",
         "libpiper_phonemize.so.1",
         "libsherpa-onnx-c-api.so",
         "libsherpa-onnx-c-api.so",
         "libsherpa-onnx-core.so",
         "libsherpa-onnx-core.so",
-        "libsherpa-onnx-fstfar.so.16",
-        "libsherpa-onnx-fst.so.16",
+        "libsherpa-onnx-fstfar.so.7",
+        "libsherpa-onnx-fst.so.6",
         "libsherpa-onnx-kaldifst-core.so",
         "libsherpa-onnx-kaldifst-core.so",
         "libucd.so",
         "libucd.so",
     ]
     ]
@@ -69,8 +69,8 @@ def process_macos(s):
         "libpiper_phonemize.1.dylib",
         "libpiper_phonemize.1.dylib",
         "libsherpa-onnx-c-api.dylib",
         "libsherpa-onnx-c-api.dylib",
         "libsherpa-onnx-core.dylib",
         "libsherpa-onnx-core.dylib",
-        "libsherpa-onnx-fstfar.16.dylib",
-        "libsherpa-onnx-fst.16.dylib",
+        "libsherpa-onnx-fstfar.7.dylib",
+        "libsherpa-onnx-fst.6.dylib",
         "libsherpa-onnx-kaldifst-core.dylib",
         "libsherpa-onnx-kaldifst-core.dylib",
         "libucd.dylib",
         "libucd.dylib",
     ]
     ]

@@ -47,7 +47,7 @@ assets fangjun$ tree -L 1
 ## Paraformer
 ## Paraformer
 
 
 ```
 ```
-wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
+wget -q https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
 tar xvf sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
 tar xvf sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
 rm sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2
 rm sherpa-onnx-streaming-paraformer-bilingual-zh-en.tar.bz2