xuning / sherpaonnx

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yujinqiu
Committed by GitHub
f8832cb5 1 parent fabd30e3

Add language identification swiftui demo (#729)

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正在显示 16 个修改的文件 包含 1057 行增加 和 0 行删除
... ... @@ -48,6 +48,28 @@ func getBilingualStreamingZhEnParaformer() -> SherpaOnnxOnlineModelConfig {
)
}
// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/whisper/tiny.en.html#tiny-en
//
func getLanguageIdentificationTiny() -> SherpaOnnxSpokenLanguageIdentificationConfig
{
let encoder = getResource("tiny-encoder.int8", "onnx")
let decoder = getResource("tiny-decoder.int8", "onnx")
let whisperConfig = sherpaOnnxSpokenLanguageIdentificationWhisperConfig(
encoder: encoder,
decoder: decoder
)
let config = sherpaOnnxSpokenLanguageIdentificationConfig(
whisper: whisperConfig,
numThreads: 1,
debug: 1,
provider: "cpu"
)
return config
}
/// Please refer to
/// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/index.html
/// to add more models if you need
... ...
// !$*UTF8*$!
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GCC_NO_COMMON_BLOCKS = YES;
GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR;
GCC_WARN_UNDECLARED_SELECTOR = YES;
GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
GCC_WARN_UNUSED_FUNCTION = YES;
GCC_WARN_UNUSED_VARIABLE = YES;
IPHONEOS_DEPLOYMENT_TARGET = 16.0;
LOCALIZATION_PREFERS_STRING_CATALOGS = YES;
MTL_ENABLE_DEBUG_INFO = NO;
MTL_FAST_MATH = YES;
SDKROOT = iphoneos;
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}
... ...
<?xml version="1.0" encoding="UTF-8"?>
<Workspace
version = "1.0">
<FileRef
location = "self:">
</FileRef>
</Workspace>
... ...
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
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{
"colors" : [
{
"idiom" : "universal"
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],
"info" : {
"author" : "xcode",
"version" : 1
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}
... ...
{
"images" : [
{
"filename" : "k2-1024x1024.png",
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{
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... ...
//
// ContentView.swift
// SherpaOnnxLangID
//
// Created by knight on 2024/4/1.
//
import SwiftUI
struct ContentView: View {
@StateObject var viewModel = ViewModel()
var body: some View {
VStack {
Text("ASR with Next-gen Kaldi")
.font(.title)
if viewModel.status == .stop {
Text("See https://github.com/k2-fsa/sherpa-onnx")
Text("Press the Start button to run!")
}
if viewModel.status == .recording {
Text("Stop will show recording language.")
}
Spacer()
Text("Recording language is: \(viewModel.language)")
.frame(maxWidth: .infinity)
Spacer()
Button {
toggleRecorder()
} label: {
Text(viewModel.status == .stop ? "Start" : "Stop")
}
}
.padding()
}
private func toggleRecorder() {
Task {
await viewModel.toggleRecorder()
}
}
}
#Preview {
ContentView()
}
... ...
//
// SherpaOnnxLangIDApp.swift
// SherpaOnnxLangID
//
// Created by knight on 2024/4/1.
//
import SwiftUI
@main
struct SherpaOnnxLangIDApp: App {
var body: some Scene {
WindowGroup {
ContentView()
}
}
}
... ...
//
// ViewModel.swift
// SherpaOnnxLangID
//
// Created by knight on 2024/4/1.
//
import SwiftUI
import AVFoundation
enum Status {
case stop
case recording
}
@MainActor
class ViewModel:ObservableObject {
@Published var status: Status = .stop
@Published var language: String = ""
var languageIdentifier: SherpaOnnxSpokenLanguageIdentificationWrapper? = nil
var audioEngine: AVAudioEngine? = nil
var voices: [Float] = []
init() {
initRecorder()
initRecognizer()
}
private func initRecognizer() {
var config = getLanguageIdentificationTiny()
self.languageIdentifier = SherpaOnnxSpokenLanguageIdentificationWrapper(config: &config)
}
private func initRecorder() {
print("init recorder")
audioEngine = AVAudioEngine()
let inputNode = self.audioEngine?.inputNode
let bus = 0
let inputFormat = inputNode?.outputFormat(forBus: bus)
let outputFormat = AVAudioFormat(
commonFormat: .pcmFormatFloat32,
sampleRate: 16000, channels: 1,
interleaved: false)!
let converter = AVAudioConverter(from: inputFormat!, to: outputFormat)!
inputNode!.installTap(
onBus: bus,
bufferSize: 1024,
format: inputFormat
) {
(buffer: AVAudioPCMBuffer, when: AVAudioTime) in
var newBufferAvailable = true
let inputCallback: AVAudioConverterInputBlock = {
inNumPackets, outStatus in
if newBufferAvailable {
outStatus.pointee = .haveData
newBufferAvailable = false
return buffer
} else {
outStatus.pointee = .noDataNow
return nil
}
}
let convertedBuffer = AVAudioPCMBuffer(
pcmFormat: outputFormat,
frameCapacity:
AVAudioFrameCount(outputFormat.sampleRate)
* buffer.frameLength
/ AVAudioFrameCount(buffer.format.sampleRate))!
var error: NSError?
let _ = converter.convert(
to: convertedBuffer,
error: &error, withInputFrom: inputCallback)
// TODO(fangjun): Handle status != haveData
let array = convertedBuffer.array()
if !array.isEmpty {
self.voices.append(contentsOf: array)
}
}
}
public func toggleRecorder() async{
if status == .stop {
await startRecorder()
} else {
await stopRecorder()
}
}
private func startRecorder() async {
await MainActor.run {
self.language = ""
}
if !self.voices.isEmpty {
self.voices = []
}
do {
try self.audioEngine?.start()
status = .recording
print("started")
} catch let error as NSError {
print("Got an error starting audioEngine: \(error.domain), \(error)")
}
}
private func stopRecorder() async {
audioEngine?.stop()
print("stopped, and begin identify language")
await self.identify()
status = .stop
}
private func identify() async {
let result = self.languageIdentifier? .decode(samples: self.voices)
if let language = result?.lang {
await MainActor.run {
self.language = language
}
}
}
}
... ...
//
// SherpaOnnxLangIDTests.swift
// SherpaOnnxLangIDTests
//
// Created by knight on 2024/4/1.
//
import XCTest
@testable import SherpaOnnxLangID
final class SherpaOnnxLangIDTests: XCTestCase {
override func setUpWithError() throws {
// Put setup code here. This method is called before the invocation of each test method in the class.
}
override func tearDownWithError() throws {
// Put teardown code here. This method is called after the invocation of each test method in the class.
}
func testExample() throws {
// This is an example of a functional test case.
// Use XCTAssert and related functions to verify your tests produce the correct results.
// Any test you write for XCTest can be annotated as throws and async.
// Mark your test throws to produce an unexpected failure when your test encounters an uncaught error.
// Mark your test async to allow awaiting for asynchronous code to complete. Check the results with assertions afterwards.
}
func testPerformanceExample() throws {
// This is an example of a performance test case.
self.measure {
// Put the code you want to measure the time of here.
}
}
}
... ...
//
// SherpaOnnxLangIDUITests.swift
// SherpaOnnxLangIDUITests
//
// Created by knight on 2024/4/1.
//
import XCTest
final class SherpaOnnxLangIDUITests: XCTestCase {
override func setUpWithError() throws {
// Put setup code here. This method is called before the invocation of each test method in the class.
// In UI tests it is usually best to stop immediately when a failure occurs.
continueAfterFailure = false
// In UI tests it’s important to set the initial state - such as interface orientation - required for your tests before they run. The setUp method is a good place to do this.
}
override func tearDownWithError() throws {
// Put teardown code here. This method is called after the invocation of each test method in the class.
}
func testExample() throws {
// UI tests must launch the application that they test.
let app = XCUIApplication()
app.launch()
// Use XCTAssert and related functions to verify your tests produce the correct results.
}
func testLaunchPerformance() throws {
if #available(macOS 10.15, iOS 13.0, tvOS 13.0, watchOS 7.0, *) {
// This measures how long it takes to launch your application.
measure(metrics: [XCTApplicationLaunchMetric()]) {
XCUIApplication().launch()
}
}
}
}
... ...
//
// SherpaOnnxLangIDUITestsLaunchTests.swift
// SherpaOnnxLangIDUITests
//
// Created by knight on 2024/4/1.
//
import XCTest
final class SherpaOnnxLangIDUITestsLaunchTests: XCTestCase {
override class var runsForEachTargetApplicationUIConfiguration: Bool {
true
}
override func setUpWithError() throws {
continueAfterFailure = false
}
func testLaunch() throws {
let app = XCUIApplication()
app.launch()
// Insert steps here to perform after app launch but before taking a screenshot,
// such as logging into a test account or navigating somewhere in the app
let attachment = XCTAttachment(screenshot: app.screenshot())
attachment.name = "Launch Screen"
attachment.lifetime = .keepAlways
add(attachment)
}
}
... ...