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whisper.cpp/examples/whisper.android/app/src/main/java/com/whispercppdemo/whisper/LibWhisper.kt

155 lines
5.2 KiB

package com.whispercppdemo.whisper
import android.content.res.AssetManager
import android.os.Build
import android.util.Log
import kotlinx.coroutines.*
import java.io.File
import java.io.InputStream
import java.util.concurrent.Executors
private const val LOG_TAG = "LibWhisper"
class WhisperContext private constructor(private var ptr: Long) {
// Meet Whisper C++ constraint: Don't access from more than one thread at a time.
private val scope: CoroutineScope = CoroutineScope(
Executors.newSingleThreadExecutor().asCoroutineDispatcher()
)
suspend fun transcribeData(data: FloatArray): String = withContext(scope.coroutineContext) {
require(ptr != 0L)
WhisperLib.fullTranscribe(ptr, data)
val textCount = WhisperLib.getTextSegmentCount(ptr)
return@withContext buildString {
for (i in 0 until textCount) {
append(WhisperLib.getTextSegment(ptr, i))
}
}
}
suspend fun benchMemory(nthreads: Int): String = withContext(scope.coroutineContext) {
return@withContext WhisperLib.benchMemcpy(nthreads)
}
suspend fun benchGgmlMulMat(nthreads: Int): String = withContext(scope.coroutineContext) {
return@withContext WhisperLib.benchGgmlMulMat(nthreads)
}
suspend fun release() = withContext(scope.coroutineContext) {
if (ptr != 0L) {
WhisperLib.freeContext(ptr)
ptr = 0
}
}
protected fun finalize() {
runBlocking {
release()
}
}
companion object {
fun createContextFromFile(filePath: String): WhisperContext {
val ptr = WhisperLib.initContext(filePath)
if (ptr == 0L) {
throw java.lang.RuntimeException("Couldn't create context with path $filePath")
}
return WhisperContext(ptr)
}
fun createContextFromInputStream(stream: InputStream): WhisperContext {
val ptr = WhisperLib.initContextFromInputStream(stream)
if (ptr == 0L) {
throw java.lang.RuntimeException("Couldn't create context from input stream")
}
return WhisperContext(ptr)
}
fun createContextFromAsset(assetManager: AssetManager, assetPath: String): WhisperContext {
val ptr = WhisperLib.initContextFromAsset(assetManager, assetPath)
if (ptr == 0L) {
throw java.lang.RuntimeException("Couldn't create context from asset $assetPath")
}
return WhisperContext(ptr)
}
fun getSystemInfo(): String {
return WhisperLib.getSystemInfo()
}
}
}
private class WhisperLib {
companion object {
init {
Log.d(LOG_TAG, "Primary ABI: ${Build.SUPPORTED_ABIS[0]}")
var loadVfpv4 = false
var loadV8fp16 = false
if (isArmEabiV7a()) {
// armeabi-v7a needs runtime detection support
val cpuInfo = cpuInfo()
cpuInfo?.let {
Log.d(LOG_TAG, "CPU info: $cpuInfo")
if (cpuInfo.contains("vfpv4")) {
Log.d(LOG_TAG, "CPU supports vfpv4")
loadVfpv4 = true
}
}
} else if (isArmEabiV8a()) {
// ARMv8.2a needs runtime detection support
val cpuInfo = cpuInfo()
cpuInfo?.let {
Log.d(LOG_TAG, "CPU info: $cpuInfo")
if (cpuInfo.contains("fphp")) {
Log.d(LOG_TAG, "CPU supports fp16 arithmetic")
loadV8fp16 = true
}
}
}
if (loadVfpv4) {
Log.d(LOG_TAG, "Loading libwhisper_vfpv4.so")
System.loadLibrary("whisper_vfpv4")
} else if (loadV8fp16) {
Log.d(LOG_TAG, "Loading libwhisper_v8fp16_va.so")
System.loadLibrary("whisper_v8fp16_va")
} else {
Log.d(LOG_TAG, "Loading libwhisper.so")
System.loadLibrary("whisper")
}
}
// JNI methods
external fun initContextFromInputStream(inputStream: InputStream): Long
external fun initContextFromAsset(assetManager: AssetManager, assetPath: String): Long
external fun initContext(modelPath: String): Long
external fun freeContext(contextPtr: Long)
external fun fullTranscribe(contextPtr: Long, audioData: FloatArray)
external fun getTextSegmentCount(contextPtr: Long): Int
external fun getTextSegment(contextPtr: Long, index: Int): String
external fun getSystemInfo(): String
external fun benchMemcpy(nthread: Int): String
external fun benchGgmlMulMat(nthread: Int): String
}
}
private fun isArmEabiV7a(): Boolean {
return Build.SUPPORTED_ABIS[0].equals("armeabi-v7a")
}
private fun isArmEabiV8a(): Boolean {
return Build.SUPPORTED_ABIS[0].equals("arm64-v8a")
}
private fun cpuInfo(): String? {
return try {
File("/proc/cpuinfo").inputStream().bufferedReader().use {
it.readText()
}
} catch (e: Exception) {
Log.w(LOG_TAG, "Couldn't read /proc/cpuinfo", e)
null
}
}