Add Android APK for Silero VAD (#335)

This commit is contained in:
Fangjun Kuang
2023-09-23 20:39:13 +08:00
committed by GitHub
parent 65ec4dc741
commit 6e60a77d89
68 changed files with 1562 additions and 45 deletions

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<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:tools="http://schemas.android.com/tools">
<uses-permission android:name="android.permission.RECORD_AUDIO" />
<application
android:allowBackup="true"
android:dataExtractionRules="@xml/data_extraction_rules"
android:fullBackupContent="@xml/backup_rules"
android:icon="@mipmap/ic_launcher"
android:label="@string/app_name"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:theme="@style/Theme.SherpaOnnxVad"
tools:targetApi="31">
<activity
android:name=".MainActivity"
android:exported="true">
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
<meta-data
android:name="android.app.lib_name"
android:value="" />
</activity>
</application>
</manifest>

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*.onnx

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package com.k2fsa.sherpa.onnx
import android.Manifest
import android.content.pm.PackageManager
import android.media.AudioFormat
import android.media.AudioRecord
import android.media.MediaRecorder
import android.os.Bundle
import android.util.Log
import android.view.View
import android.widget.Button
import androidx.appcompat.app.AppCompatActivity
import androidx.core.app.ActivityCompat
import kotlin.concurrent.thread
private const val TAG = "sherpa-onnx"
private const val REQUEST_RECORD_AUDIO_PERMISSION = 200
class MainActivity : AppCompatActivity() {
private lateinit var recordButton: Button
private lateinit var circle: View
private lateinit var vad: Vad
private var audioRecord: AudioRecord? = null
private var recordingThread: Thread? = null
private val audioSource = MediaRecorder.AudioSource.MIC
private val sampleRateInHz = 16000
private val channelConfig = AudioFormat.CHANNEL_IN_MONO
// Note: We don't use AudioFormat.ENCODING_PCM_FLOAT
// since the AudioRecord.read(float[]) needs API level >= 23
// but we are targeting API level >= 21
private val audioFormat = AudioFormat.ENCODING_PCM_16BIT
private val permissions: Array<String> = arrayOf(Manifest.permission.RECORD_AUDIO)
@Volatile
private var isRecording: Boolean = false
override fun onRequestPermissionsResult(
requestCode: Int, permissions: Array<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")
finish()
}
Log.i(TAG, "Audio record is permitted")
}
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
setContentView(R.layout.activity_main)
ActivityCompat.requestPermissions(this, permissions, REQUEST_RECORD_AUDIO_PERMISSION)
Log.i(TAG, "Start to initialize model")
initVadModel()
Log.i(TAG, "Finished initializing model")
circle= findViewById(R.id.powerCircle)
recordButton = findViewById(R.id.record_button)
recordButton.setOnClickListener { onclick() }
}
private fun onclick() {
if (!isRecording) {
val ret = initMicrophone()
if (!ret) {
Log.e(TAG, "Failed to initialize microphone")
return
}
Log.i(TAG, "state: ${audioRecord?.state}")
audioRecord!!.startRecording()
recordButton.setText(R.string.stop)
isRecording = true
vad.reset()
recordingThread = thread(true) {
processSamples()
}
Log.i(TAG, "Started recording")
onVad(false)
} else {
isRecording = false
audioRecord!!.stop()
audioRecord!!.release()
audioRecord = null
recordButton.setText(R.string.start)
onVad(false)
Log.i(TAG, "Stopped recording")
}
}
private fun onVad(isSpeech: Boolean) {
if(isSpeech) {
circle.background = resources.getDrawable(R.drawable.red_circle)
} else {
circle.background = resources.getDrawable(R.drawable.black_circle)
}
}
private fun initVadModel() {
val type = 0
println("Select VAD model type ${type}")
val config = getVadModelConfig(type)
vad = Vad(
assetManager = application.assets,
config = config!!,
)
}
private fun initMicrophone(): Boolean {
if (ActivityCompat.checkSelfPermission(
this, Manifest.permission.RECORD_AUDIO
) != PackageManager.PERMISSION_GRANTED
) {
ActivityCompat.requestPermissions(this, permissions, REQUEST_RECORD_AUDIO_PERMISSION)
return false
}
val numBytes = AudioRecord.getMinBufferSize(sampleRateInHz, channelConfig, audioFormat)
Log.i(
TAG, "buffer size in milliseconds: ${numBytes * 1000.0f / sampleRateInHz}"
)
audioRecord = AudioRecord(
audioSource,
sampleRateInHz,
channelConfig,
audioFormat,
numBytes * 2 // a sample has two bytes as we are using 16-bit PCM
)
return true
}
private fun processSamples() {
Log.i(TAG, "processing samples")
val bufferSize = 512 // in samples
val buffer = ShortArray(bufferSize)
while (isRecording) {
val ret = audioRecord?.read(buffer, 0, buffer.size)
if (ret != null && ret > 0) {
val samples = FloatArray(ret) { buffer[it] / 32768.0f }
vad.acceptWaveform(samples)
while(!vad.empty()) {vad.pop();}
val isSpeechDetected = vad.isSpeechDetected()
runOnUiThread {
onVad(isSpeechDetected)
}
}
}
}
}

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// Copyright (c) 2023 Xiaomi Corporation
package com.k2fsa.sherpa.onnx
import android.content.res.AssetManager
data class SileroVadModelConfig(
var model: String,
var threshold: Float = 0.5F,
var minSilenceDuration: Float = 0.25F,
var minSpeechDuration: Float = 0.25F,
var windowSize: Int = 512,
)
data class VadModelConfig(
var sileroVadModelConfig: SileroVadModelConfig,
var sampleRate: Int = 16000,
var numThreads: Int = 1,
var provider: String = "cpu",
var debug: Boolean = false,
)
class Vad(
assetManager: AssetManager? = null,
var config: VadModelConfig,
) {
private val ptr: Long
init {
if (assetManager != null) {
ptr = new(assetManager, config)
} else {
ptr = newFromFile(config)
}
}
protected fun finalize() {
delete(ptr)
}
fun acceptWaveform(samples: FloatArray) = acceptWaveform(ptr, samples)
fun empty(): Boolean = empty(ptr)
fun pop() = pop(ptr)
// return an array containing
// [start: Int, samples: FloatArray]
fun front() = front(ptr)
fun isSpeechDetected(): Boolean = isSpeechDetected(ptr)
fun reset() = reset(ptr)
private external fun delete(ptr: Long)
private external fun new(
assetManager: AssetManager,
config: VadModelConfig,
): Long
private external fun newFromFile(
config: VadModelConfig,
): Long
private external fun acceptWaveform(ptr: Long, samples: FloatArray)
private external fun empty(ptr: Long): Boolean
private external fun pop(ptr: Long)
private external fun front(ptr: Long): Array<Any>
private external fun isSpeechDetected(ptr: Long): Boolean
private external fun reset(ptr: Long)
companion object {
init {
System.loadLibrary("sherpa-onnx-jni")
}
}
}
// Please visit
// https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
// to download silero_vad.onnx
// and put it inside the assets/
// directory
fun getVadModelConfig(type: Int): VadModelConfig? {
when (type) {
0 -> {
return VadModelConfig(
sileroVadModelConfig = SileroVadModelConfig(
model = "silero_vad.onnx",
threshold = 0.5F,
minSilenceDuration = 0.25F,
minSpeechDuration = 0.25F,
windowSize = 512,
),
sampleRate = 16000,
numThreads = 1,
provider = "cpu",
)
}
}
return null;
}

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*.so

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<vector xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:aapt="http://schemas.android.com/aapt"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path android:pathData="M31,63.928c0,0 6.4,-11 12.1,-13.1c7.2,-2.6 26,-1.4 26,-1.4l38.1,38.1L107,108.928l-32,-1L31,63.928z">
<aapt:attr name="android:fillColor">
<gradient
android:endX="85.84757"
android:endY="92.4963"
android:startX="42.9492"
android:startY="49.59793"
android:type="linear">
<item
android:color="#44000000"
android:offset="0.0" />
<item
android:color="#00000000"
android:offset="1.0" />
</gradient>
</aapt:attr>
</path>
<path
android:fillColor="#FFFFFF"
android:fillType="nonZero"
android:pathData="M65.3,45.828l3.8,-6.6c0.2,-0.4 0.1,-0.9 -0.3,-1.1c-0.4,-0.2 -0.9,-0.1 -1.1,0.3l-3.9,6.7c-6.3,-2.8 -13.4,-2.8 -19.7,0l-3.9,-6.7c-0.2,-0.4 -0.7,-0.5 -1.1,-0.3C38.8,38.328 38.7,38.828 38.9,39.228l3.8,6.6C36.2,49.428 31.7,56.028 31,63.928h46C76.3,56.028 71.8,49.428 65.3,45.828zM43.4,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2c-0.3,-0.7 -0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C45.3,56.528 44.5,57.328 43.4,57.328L43.4,57.328zM64.6,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2s-0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C66.5,56.528 65.6,57.328 64.6,57.328L64.6,57.328z"
android:strokeWidth="1"
android:strokeColor="#00000000" />
</vector>

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<?xml version="1.0" encoding="utf-8"?>
<selector xmlns:android="http://schemas.android.com/apk/res/android">
<item>
<shape android:shape="oval">
<solid android:color="#FF000000"/>
<size
android:width="300dp"
android:height="300dp"/>
</shape>
</item>
</selector>

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<?xml version="1.0" encoding="utf-8"?>
<vector xmlns:android="http://schemas.android.com/apk/res/android"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path
android:fillColor="#3DDC84"
android:pathData="M0,0h108v108h-108z" />
<path
android:fillColor="#00000000"
android:pathData="M9,0L9,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,0L19,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M29,0L29,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M39,0L39,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M49,0L49,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M59,0L59,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M69,0L69,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M79,0L79,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M89,0L89,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M99,0L99,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,9L108,9"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,19L108,19"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,29L108,29"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,39L108,39"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,49L108,49"
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android:strokeColor="#33FFFFFF" />
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android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
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android:strokeColor="#33FFFFFF" />
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android:strokeWidth="0.8"
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android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
</vector>

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<?xml version="1.0" encoding="utf-8"?>
<selector xmlns:android="http://schemas.android.com/apk/res/android">
<item>
<shape android:shape="oval">
<solid android:color="#FFFF0000"/>
<size
android:width="300dp"
android:height="300dp"/>
</shape>
</item>
</selector>

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<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
tools:context=".MainActivity">
<LinearLayout
android:layout_width="match_parent"
android:layout_height="match_parent"
android:gravity="bottom"
android:orientation="vertical"
>
<Space
android:layout_width="match_parent"
android:layout_height="10dp" />
<LinearLayout
android:id="@+id/powerCircle"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_gravity="center_horizontal"
android:background="@drawable/black_circle"
android:orientation="vertical" />
<Space
android:layout_width="match_parent"
android:layout_height="200dp" />
<Button
android:id="@+id/record_button"
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:text="@string/start" />
</LinearLayout>
</androidx.constraintlayout.widget.ConstraintLayout>

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<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>

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<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>

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<resources xmlns:tools="http://schemas.android.com/tools">
<!-- Base application theme. -->
<style name="Theme.SherpaOnnxVad" parent="Theme.MaterialComponents.DayNight.DarkActionBar">
<!-- Primary brand color. -->
<item name="colorPrimary">@color/purple_200</item>
<item name="colorPrimaryVariant">@color/purple_700</item>
<item name="colorOnPrimary">@color/black</item>
<!-- Secondary brand color. -->
<item name="colorSecondary">@color/teal_200</item>
<item name="colorSecondaryVariant">@color/teal_200</item>
<item name="colorOnSecondary">@color/black</item>
<!-- Status bar color. -->
<item name="android:statusBarColor">?attr/colorPrimaryVariant</item>
<!-- Customize your theme here. -->
</style>
</resources>

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<?xml version="1.0" encoding="utf-8"?>
<resources>
<color name="purple_200">#FFBB86FC</color>
<color name="purple_500">#FF6200EE</color>
<color name="purple_700">#FF3700B3</color>
<color name="teal_200">#FF03DAC5</color>
<color name="teal_700">#FF018786</color>
<color name="black">#FF000000</color>
<color name="white">#FFFFFFFF</color>
</resources>

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<resources>
<string name="app_name">Next-gen Kaldi: SileroVAD</string>
<string name="hint">Click the Start button to play Silero VAD with Next-gen Kaldi.</string>
<string name="start">Start</string>
<string name="stop">Stop</string>
</resources>

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<resources xmlns:tools="http://schemas.android.com/tools">
<!-- Base application theme. -->
<style name="Theme.SherpaOnnxVad" parent="Theme.MaterialComponents.DayNight.DarkActionBar">
<!-- Primary brand color. -->
<item name="colorPrimary">@color/purple_500</item>
<item name="colorPrimaryVariant">@color/purple_700</item>
<item name="colorOnPrimary">@color/white</item>
<!-- Secondary brand color. -->
<item name="colorSecondary">@color/teal_200</item>
<item name="colorSecondaryVariant">@color/teal_700</item>
<item name="colorOnSecondary">@color/black</item>
<!-- Status bar color. -->
<item name="android:statusBarColor">?attr/colorPrimaryVariant</item>
<!-- Customize your theme here. -->
</style>
</resources>

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<?xml version="1.0" encoding="utf-8"?><!--
Sample backup rules file; uncomment and customize as necessary.
See https://developer.android.com/guide/topics/data/autobackup
for details.
Note: This file is ignored for devices older that API 31
See https://developer.android.com/about/versions/12/backup-restore
-->
<full-backup-content>
<!--
<include domain="sharedpref" path="."/>
<exclude domain="sharedpref" path="device.xml"/>
-->
</full-backup-content>

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<?xml version="1.0" encoding="utf-8"?><!--
Sample data extraction rules file; uncomment and customize as necessary.
See https://developer.android.com/about/versions/12/backup-restore#xml-changes
for details.
-->
<data-extraction-rules>
<cloud-backup>
<!-- TODO: Use <include> and <exclude> to control what is backed up.
<include .../>
<exclude .../>
-->
</cloud-backup>
<!--
<device-transfer>
<include .../>
<exclude .../>
</device-transfer>
-->
</data-extraction-rules>