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 { @@ -48,6 +48,28 @@ func getBilingualStreamingZhEnParaformer() -> SherpaOnnxOnlineModelConfig {
48 ) 48 )
49 } 49 }
50 50
  51 +// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/whisper/tiny.en.html#tiny-en
  52 +//
  53 +func getLanguageIdentificationTiny() -> SherpaOnnxSpokenLanguageIdentificationConfig
  54 + {
  55 + let encoder = getResource("tiny-encoder.int8", "onnx")
  56 + let decoder = getResource("tiny-decoder.int8", "onnx")
  57 +
  58 + let whisperConfig = sherpaOnnxSpokenLanguageIdentificationWhisperConfig(
  59 + encoder: encoder,
  60 + decoder: decoder
  61 + )
  62 +
  63 + let config = sherpaOnnxSpokenLanguageIdentificationConfig(
  64 + whisper: whisperConfig,
  65 + numThreads: 1,
  66 + debug: 1,
  67 + provider: "cpu"
  68 + )
  69 + return config
  70 +}
  71 +
  72 +
51 /// Please refer to 73 /// Please refer to
52 /// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/index.html 74 /// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/index.html
53 /// to add more models if you need 75 /// to add more models if you need
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  1 +//
  2 +// ContentView.swift
  3 +// SherpaOnnxLangID
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import SwiftUI
  9 +
  10 +struct ContentView: View {
  11 + @StateObject var viewModel = ViewModel()
  12 +
  13 + var body: some View {
  14 + VStack {
  15 + Text("ASR with Next-gen Kaldi")
  16 + .font(.title)
  17 + if viewModel.status == .stop {
  18 + Text("See https://github.com/k2-fsa/sherpa-onnx")
  19 + Text("Press the Start button to run!")
  20 + }
  21 + if viewModel.status == .recording {
  22 + Text("Stop will show recording language.")
  23 + }
  24 + Spacer()
  25 + Text("Recording language is: \(viewModel.language)")
  26 + .frame(maxWidth: .infinity)
  27 + Spacer()
  28 + Button {
  29 + toggleRecorder()
  30 + } label: {
  31 + Text(viewModel.status == .stop ? "Start" : "Stop")
  32 + }
  33 + }
  34 + .padding()
  35 + }
  36 +
  37 + private func toggleRecorder() {
  38 + Task {
  39 + await viewModel.toggleRecorder()
  40 + }
  41 + }
  42 +}
  43 +
  44 +#Preview {
  45 + ContentView()
  46 +}
  1 +{
  2 + "info" : {
  3 + "author" : "xcode",
  4 + "version" : 1
  5 + }
  6 +}
  1 +//
  2 +// SherpaOnnxLangIDApp.swift
  3 +// SherpaOnnxLangID
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import SwiftUI
  9 +
  10 +@main
  11 +struct SherpaOnnxLangIDApp: App {
  12 + var body: some Scene {
  13 + WindowGroup {
  14 + ContentView()
  15 + }
  16 + }
  17 +}
  1 +//
  2 +// ViewModel.swift
  3 +// SherpaOnnxLangID
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import SwiftUI
  9 +import AVFoundation
  10 +
  11 +enum Status {
  12 + case stop
  13 + case recording
  14 +}
  15 +
  16 +@MainActor
  17 +class ViewModel:ObservableObject {
  18 + @Published var status: Status = .stop
  19 +
  20 + @Published var language: String = ""
  21 +
  22 + var languageIdentifier: SherpaOnnxSpokenLanguageIdentificationWrapper? = nil
  23 + var audioEngine: AVAudioEngine? = nil
  24 +
  25 + var voices: [Float] = []
  26 +
  27 + init() {
  28 + initRecorder()
  29 + initRecognizer()
  30 + }
  31 +
  32 + private func initRecognizer() {
  33 + var config = getLanguageIdentificationTiny()
  34 + self.languageIdentifier = SherpaOnnxSpokenLanguageIdentificationWrapper(config: &config)
  35 + }
  36 +
  37 + private func initRecorder() {
  38 + print("init recorder")
  39 + audioEngine = AVAudioEngine()
  40 + let inputNode = self.audioEngine?.inputNode
  41 + let bus = 0
  42 + let inputFormat = inputNode?.outputFormat(forBus: bus)
  43 + let outputFormat = AVAudioFormat(
  44 + commonFormat: .pcmFormatFloat32,
  45 + sampleRate: 16000, channels: 1,
  46 + interleaved: false)!
  47 +
  48 + let converter = AVAudioConverter(from: inputFormat!, to: outputFormat)!
  49 +
  50 + inputNode!.installTap(
  51 + onBus: bus,
  52 + bufferSize: 1024,
  53 + format: inputFormat
  54 + ) {
  55 + (buffer: AVAudioPCMBuffer, when: AVAudioTime) in
  56 + var newBufferAvailable = true
  57 +
  58 + let inputCallback: AVAudioConverterInputBlock = {
  59 + inNumPackets, outStatus in
  60 + if newBufferAvailable {
  61 + outStatus.pointee = .haveData
  62 + newBufferAvailable = false
  63 +
  64 + return buffer
  65 + } else {
  66 + outStatus.pointee = .noDataNow
  67 + return nil
  68 + }
  69 + }
  70 +
  71 + let convertedBuffer = AVAudioPCMBuffer(
  72 + pcmFormat: outputFormat,
  73 + frameCapacity:
  74 + AVAudioFrameCount(outputFormat.sampleRate)
  75 + * buffer.frameLength
  76 + / AVAudioFrameCount(buffer.format.sampleRate))!
  77 +
  78 + var error: NSError?
  79 + let _ = converter.convert(
  80 + to: convertedBuffer,
  81 + error: &error, withInputFrom: inputCallback)
  82 +
  83 + // TODO(fangjun): Handle status != haveData
  84 +
  85 + let array = convertedBuffer.array()
  86 + if !array.isEmpty {
  87 + self.voices.append(contentsOf: array)
  88 + }
  89 + }
  90 + }
  91 +
  92 + public func toggleRecorder() async{
  93 + if status == .stop {
  94 + await startRecorder()
  95 + } else {
  96 + await stopRecorder()
  97 + }
  98 + }
  99 +
  100 + private func startRecorder() async {
  101 + await MainActor.run {
  102 + self.language = ""
  103 + }
  104 + if !self.voices.isEmpty {
  105 + self.voices = []
  106 + }
  107 + do {
  108 + try self.audioEngine?.start()
  109 + status = .recording
  110 + print("started")
  111 + } catch let error as NSError {
  112 + print("Got an error starting audioEngine: \(error.domain), \(error)")
  113 + }
  114 + }
  115 +
  116 + private func stopRecorder() async {
  117 + audioEngine?.stop()
  118 + print("stopped, and begin identify language")
  119 + await self.identify()
  120 + status = .stop
  121 + }
  122 +
  123 + private func identify() async {
  124 + let result = self.languageIdentifier? .decode(samples: self.voices)
  125 + if let language = result?.lang {
  126 + await MainActor.run {
  127 + self.language = language
  128 + }
  129 + }
  130 + }
  131 +}
  1 +//
  2 +// SherpaOnnxLangIDTests.swift
  3 +// SherpaOnnxLangIDTests
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import XCTest
  9 +@testable import SherpaOnnxLangID
  10 +
  11 +final class SherpaOnnxLangIDTests: XCTestCase {
  12 +
  13 + override func setUpWithError() throws {
  14 + // Put setup code here. This method is called before the invocation of each test method in the class.
  15 + }
  16 +
  17 + override func tearDownWithError() throws {
  18 + // Put teardown code here. This method is called after the invocation of each test method in the class.
  19 + }
  20 +
  21 + func testExample() throws {
  22 + // This is an example of a functional test case.
  23 + // Use XCTAssert and related functions to verify your tests produce the correct results.
  24 + // Any test you write for XCTest can be annotated as throws and async.
  25 + // Mark your test throws to produce an unexpected failure when your test encounters an uncaught error.
  26 + // Mark your test async to allow awaiting for asynchronous code to complete. Check the results with assertions afterwards.
  27 + }
  28 +
  29 + func testPerformanceExample() throws {
  30 + // This is an example of a performance test case.
  31 + self.measure {
  32 + // Put the code you want to measure the time of here.
  33 + }
  34 + }
  35 +
  36 +}
  1 +//
  2 +// SherpaOnnxLangIDUITests.swift
  3 +// SherpaOnnxLangIDUITests
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import XCTest
  9 +
  10 +final class SherpaOnnxLangIDUITests: XCTestCase {
  11 +
  12 + override func setUpWithError() throws {
  13 + // Put setup code here. This method is called before the invocation of each test method in the class.
  14 +
  15 + // In UI tests it is usually best to stop immediately when a failure occurs.
  16 + continueAfterFailure = false
  17 +
  18 + // 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.
  19 + }
  20 +
  21 + override func tearDownWithError() throws {
  22 + // Put teardown code here. This method is called after the invocation of each test method in the class.
  23 + }
  24 +
  25 + func testExample() throws {
  26 + // UI tests must launch the application that they test.
  27 + let app = XCUIApplication()
  28 + app.launch()
  29 +
  30 + // Use XCTAssert and related functions to verify your tests produce the correct results.
  31 + }
  32 +
  33 + func testLaunchPerformance() throws {
  34 + if #available(macOS 10.15, iOS 13.0, tvOS 13.0, watchOS 7.0, *) {
  35 + // This measures how long it takes to launch your application.
  36 + measure(metrics: [XCTApplicationLaunchMetric()]) {
  37 + XCUIApplication().launch()
  38 + }
  39 + }
  40 + }
  41 +}
  1 +//
  2 +// SherpaOnnxLangIDUITestsLaunchTests.swift
  3 +// SherpaOnnxLangIDUITests
  4 +//
  5 +// Created by knight on 2024/4/1.
  6 +//
  7 +
  8 +import XCTest
  9 +
  10 +final class SherpaOnnxLangIDUITestsLaunchTests: XCTestCase {
  11 +
  12 + override class var runsForEachTargetApplicationUIConfiguration: Bool {
  13 + true
  14 + }
  15 +
  16 + override func setUpWithError() throws {
  17 + continueAfterFailure = false
  18 + }
  19 +
  20 + func testLaunch() throws {
  21 + let app = XCUIApplication()
  22 + app.launch()
  23 +
  24 + // Insert steps here to perform after app launch but before taking a screenshot,
  25 + // such as logging into a test account or navigating somewhere in the app
  26 +
  27 + let attachment = XCTAttachment(screenshot: app.screenshot())
  28 + attachment.name = "Launch Screen"
  29 + attachment.lifetime = .keepAlways
  30 + add(attachment)
  31 + }
  32 +}