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163 lines
4.8 KiB
163 lines
4.8 KiB
2 years ago
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import Foundation
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import SwiftUI
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import AVFoundation
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@MainActor
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class WhisperState: NSObject, ObservableObject, AVAudioRecorderDelegate {
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@Published var isModelLoaded = false
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@Published var messageLog = ""
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@Published var canTranscribe = false
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@Published var isRecording = false
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private var whisperContext: WhisperContext?
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private let recorder = Recorder()
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private var recordedFile: URL? = nil
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private var audioPlayer: AVAudioPlayer?
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private var modelUrl: URL? {
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Bundle.main.url(forResource: "ggml-tiny.en", withExtension: "bin", subdirectory: "models")
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}
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private var sampleUrl: URL? {
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Bundle.main.url(forResource: "jfk", withExtension: "wav", subdirectory: "samples")
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}
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private enum LoadError: Error {
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case couldNotLocateModel
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}
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override init() {
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super.init()
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do {
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try loadModel()
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canTranscribe = true
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} catch {
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print(error.localizedDescription)
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messageLog += "\(error.localizedDescription)\n"
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}
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}
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private func loadModel() throws {
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messageLog += "Loading model...\n"
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if let modelUrl {
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whisperContext = try WhisperContext.createContext(path: modelUrl.path())
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messageLog += "Loaded model \(modelUrl.lastPathComponent)\n"
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} else {
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messageLog += "Could not locate model\n"
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}
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}
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func transcribeSample() async {
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if let sampleUrl {
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await transcribeAudio(sampleUrl)
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} else {
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messageLog += "Could not locate sample\n"
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}
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}
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private func transcribeAudio(_ url: URL) async {
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if (!canTranscribe) {
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return
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}
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guard let whisperContext else {
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return
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}
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do {
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canTranscribe = false
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messageLog += "Reading wave samples...\n"
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let data = try readAudioSamples(url)
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messageLog += "Transcribing data...\n"
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await whisperContext.fullTranscribe(samples: data)
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let text = await whisperContext.getTranscription()
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messageLog += "Done: \(text)\n"
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} catch {
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print(error.localizedDescription)
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messageLog += "\(error.localizedDescription)\n"
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}
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canTranscribe = true
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}
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private func readAudioSamples(_ url: URL) throws -> [Float] {
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stopPlayback()
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try startPlayback(url)
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return try decodeWaveFile(url)
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}
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func toggleRecord() async {
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if isRecording {
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await recorder.stopRecording()
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isRecording = false
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if let recordedFile {
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await transcribeAudio(recordedFile)
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}
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} else {
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requestRecordPermission { granted in
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if granted {
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Task {
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do {
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self.stopPlayback()
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let file = try FileManager.default.url(for: .documentDirectory, in: .userDomainMask, appropriateFor: nil, create: true)
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.appending(path: "output.wav")
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try await self.recorder.startRecording(toOutputFile: file, delegate: self)
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self.isRecording = true
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self.recordedFile = file
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} catch {
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print(error.localizedDescription)
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self.messageLog += "\(error.localizedDescription)\n"
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self.isRecording = false
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}
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}
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}
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}
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}
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}
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private func requestRecordPermission(response: @escaping (Bool) -> Void) {
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#if os(macOS)
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response(true)
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#else
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AVAudioSession.sharedInstance().requestRecordPermission { granted in
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response(granted)
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}
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#endif
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}
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private func startPlayback(_ url: URL) throws {
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audioPlayer = try AVAudioPlayer(contentsOf: url)
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audioPlayer?.play()
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}
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private func stopPlayback() {
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audioPlayer?.stop()
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audioPlayer = nil
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}
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// MARK: AVAudioRecorderDelegate
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nonisolated func audioRecorderEncodeErrorDidOccur(_ recorder: AVAudioRecorder, error: Error?) {
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if let error {
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Task {
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await handleRecError(error)
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}
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}
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}
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private func handleRecError(_ error: Error) {
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print(error.localizedDescription)
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messageLog += "\(error.localizedDescription)\n"
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isRecording = false
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}
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nonisolated func audioRecorderDidFinishRecording(_ recorder: AVAudioRecorder, successfully flag: Bool) {
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Task {
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await onDidFinishRecording()
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}
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}
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private func onDidFinishRecording() {
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isRecording = false
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}
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}
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