examples : add whisper.swiftui demo app (#308)
* Add SwiftUI demo project. * Add -DGGML_USE_ACCELERATEpull/322/head
Digipom
2 years ago
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GitHub
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4c1fe0c813
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A sample SwiftUI app using [whisper.cpp](https://github.com/ggerganov/whisper.cpp/) to do voice-to-text transcriptions.
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See also: [whisper.objc](https://github.com/ggerganov/whisper.cpp/tree/master/examples/whisper.objc).
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To use:
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1. Select a model from the [whisper.cpp repository](https://github.com/ggerganov/whisper.cpp/tree/master/models).[^1]
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2. Add the model to "whisper.swiftui.demo/Resources/models" via Xcode.
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3. Select a sample audio file (for example, [jfk.wav](https://github.com/ggerganov/whisper.cpp/raw/master/samples/jfk.wav)).
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4. Add the model to "whisper.swiftui.demo/Resources/samples" via Xcode.
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5. Select the "release" build configuration under "Run", then deploy and run to your device.
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[^1]: I recommend the tiny, base or small models for running on an iOS device.
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import Foundation
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enum WhisperError: Error {
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case couldNotInitializeContext
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}
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// Meet Whisper C++ constraint: Don't access from more than one thread at a time.
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actor WhisperContext {
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private var context: OpaquePointer
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init(context: OpaquePointer) {
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self.context = context
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}
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deinit {
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whisper_free(context)
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}
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func fullTranscribe(samples: [Float]) {
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// Leave 2 processors free (i.e. the high-efficiency cores).
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let maxThreads = max(1, min(8, cpuCount() - 2))
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print("Selecting \(maxThreads) threads")
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var params = whisper_full_default_params(WHISPER_SAMPLING_GREEDY)
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"en".withCString { en in
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// Adapted from whisper.objc
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params.print_realtime = true
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params.print_progress = false
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params.print_timestamps = true
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params.print_special = false
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params.translate = false
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params.language = en
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params.n_threads = Int32(maxThreads)
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params.offset_ms = 0
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params.no_context = true
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params.single_segment = false
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whisper_reset_timings(context)
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print("About to run whisper_full")
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samples.withUnsafeBufferPointer { samples in
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if (whisper_full(context, params, samples.baseAddress, Int32(samples.count)) != 0) {
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print("Failed to run the model")
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} else {
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whisper_print_timings(context)
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}
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}
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}
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}
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func getTranscription() -> String {
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var transcription = ""
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for i in 0..<whisper_full_n_segments(context) {
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transcription += String.init(cString: whisper_full_get_segment_text(context, i))
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}
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return transcription
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}
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static func createContext(path: String) throws -> WhisperContext {
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let context = whisper_init(path)
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if let context {
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return WhisperContext(context: context)
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} else {
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print("Couldn't load model at \(path)")
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throw WhisperError.couldNotInitializeContext
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}
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}
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}
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fileprivate func cpuCount() -> Int {
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ProcessInfo.processInfo.processorCount
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}
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//
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// Use this file to import your target's public headers that you would like to expose to Swift.
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//
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#import "whisper.h"
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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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{
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"colors" : [
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{
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"idiom" : "universal"
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}
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],
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"info" : {
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"author" : "xcode",
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"version" : 1
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}
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}
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{
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"images" : [
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{
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"idiom" : "universal",
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"platform" : "ios",
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"size" : "1024x1024"
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},
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{
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"idiom" : "mac",
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"scale" : "1x",
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"size" : "16x16"
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},
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{
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"idiom" : "mac",
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"scale" : "2x",
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"size" : "16x16"
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},
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{
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"idiom" : "mac",
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"scale" : "1x",
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"size" : "32x32"
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},
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{
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"idiom" : "mac",
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"scale" : "2x",
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"size" : "32x32"
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},
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{
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"idiom" : "mac",
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"scale" : "1x",
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"size" : "128x128"
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},
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{
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"idiom" : "mac",
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"scale" : "2x",
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"size" : "128x128"
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},
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{
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"idiom" : "mac",
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"scale" : "1x",
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"size" : "256x256"
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},
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{
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"idiom" : "mac",
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"scale" : "2x",
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"size" : "256x256"
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},
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{
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"idiom" : "mac",
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"scale" : "1x",
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"size" : "512x512"
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},
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{
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"idiom" : "mac",
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"scale" : "2x",
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"size" : "512x512"
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}
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],
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"info" : {
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"author" : "xcode",
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"version" : 1
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}
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}
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{
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"info" : {
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"author" : "xcode",
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"version" : 1
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}
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}
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{
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"info" : {
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"author" : "xcode",
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"version" : 1
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}
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}
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<?xml version="1.0" encoding="UTF-8"?>
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<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
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<plist version="1.0">
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<dict>
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<key>com.apple.security.app-sandbox</key>
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<true/>
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<key>com.apple.security.device.audio-input</key>
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<true/>
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<key>com.apple.security.files.user-selected.read-only</key>
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<true/>
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</dict>
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</plist>
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import SwiftUI
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import AVFoundation
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struct ContentView: View {
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@StateObject var whisperState = WhisperState()
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var body: some View {
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NavigationStack {
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VStack {
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HStack {
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Button("Transcribe", action: {
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Task {
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await whisperState.transcribeSample()
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}
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})
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.buttonStyle(.bordered)
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.disabled(!whisperState.canTranscribe)
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Button(whisperState.isRecording ? "Stop recording" : "Start recording", action: {
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Task {
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await whisperState.toggleRecord()
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}
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})
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.buttonStyle(.bordered)
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.disabled(!whisperState.canTranscribe)
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}
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ScrollView {
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Text(verbatim: whisperState.messageLog)
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.frame(maxWidth: .infinity, alignment: .leading)
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}
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}
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.navigationTitle("Whisper SwiftUI Demo")
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.padding()
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}
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}
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}
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struct ContentView_Previews: PreviewProvider {
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static var previews: some View {
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ContentView()
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}
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}
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import Foundation
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import AVFoundation
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actor Recorder {
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private var recorder: AVAudioRecorder?
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enum RecorderError: Error {
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case couldNotStartRecording
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}
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func startRecording(toOutputFile url: URL, delegate: AVAudioRecorderDelegate?) throws {
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let recordSettings: [String : Any] = [
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AVFormatIDKey: Int(kAudioFormatLinearPCM),
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AVSampleRateKey: 16000.0,
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AVNumberOfChannelsKey: 1,
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AVEncoderAudioQualityKey: AVAudioQuality.high.rawValue
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]
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#if !os(macOS)
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let session = AVAudioSession.sharedInstance()
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try session.setCategory(.playAndRecord, mode: .default)
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#endif
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let recorder = try AVAudioRecorder(url: url, settings: recordSettings)
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||||||
|
recorder.delegate = delegate
|
||||||
|
if recorder.record() == false {
|
||||||
|
print("Could not start recording")
|
||||||
|
throw RecorderError.couldNotStartRecording
|
||||||
|
}
|
||||||
|
self.recorder = recorder
|
||||||
|
}
|
||||||
|
|
||||||
|
func stopRecording() {
|
||||||
|
recorder?.stop()
|
||||||
|
recorder = nil
|
||||||
|
}
|
||||||
|
}
|
||||||
@ -0,0 +1,12 @@
|
|||||||
|
import Foundation
|
||||||
|
|
||||||
|
func decodeWaveFile(_ url: URL) throws -> [Float] {
|
||||||
|
let data = try Data(contentsOf: url)
|
||||||
|
let floats = stride(from: 44, to: data.count, by: 2).map {
|
||||||
|
return data[$0..<$0 + 2].withUnsafeBytes {
|
||||||
|
let short = Int16(littleEndian: $0.load(as: Int16.self))
|
||||||
|
return max(-1.0, min(Float(short) / 32767.0, 1.0))
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return floats
|
||||||
|
}
|
||||||
@ -0,0 +1,10 @@
|
|||||||
|
import SwiftUI
|
||||||
|
|
||||||
|
@main
|
||||||
|
struct WhisperCppDemoApp: App {
|
||||||
|
var body: some Scene {
|
||||||
|
WindowGroup {
|
||||||
|
ContentView()
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
@ -0,0 +1 @@
|
|||||||
|
xcuserdata/
|
||||||
@ -0,0 +1,467 @@
|
|||||||
|
// !$*UTF8*$!
|
||||||
|
{
|
||||||
|
archiveVersion = 1;
|
||||||
|
classes = {
|
||||||
|
};
|
||||||
|
objectVersion = 56;
|
||||||
|
objects = {
|
||||||
|
|
||||||
|
/* Begin PBXBuildFile section */
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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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||||||
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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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|
||||||
|
/* End PBXBuildFile section */
|
||||||
|
|
||||||
|
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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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|
||||||
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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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|
||||||
|
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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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|
||||||
|
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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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|
||||||
|
|
||||||
|
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|
||||||
|
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|
||||||
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|
||||||
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|
||||||
|
0AAC5DCD2953A05C003032C3 /* WhisperState.swift */,
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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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|
||||||
|
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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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|
||||||
|
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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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|
||||||
|
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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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|
||||||
|
0AAC5DCF2953A36C003032C3 /* whisper.cpp.swift */,
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||||||
|
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
|
0AAC5D9729539CCF003032C3 /* whisper.swiftui.app */,
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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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|
||||||
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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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||||||
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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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||||||
|
0AAC5DA229539CD0003032C3 /* Preview Assets.xcassets */,
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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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||||||
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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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||||||
|
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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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||||||
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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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||||||
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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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||||||
|
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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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|
||||||
|
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|
||||||
|
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|
||||||
|
buildConfigurationList = 0AAC5DBC29539CD0003032C3 /* Build configuration list for PBXNativeTarget "whisper.swiftui" */;
|
||||||
|
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|
||||||
|
0AAC5D9329539CCF003032C3 /* Sources */,
|
||||||
|
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|
||||||
|
0AAC5D9529539CCF003032C3 /* Resources */,
|
||||||
|
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|
||||||
|
buildRules = (
|
||||||
|
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|
||||||
|
dependencies = (
|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
productType = "com.apple.product-type.application";
|
||||||
|
};
|
||||||
|
/* End PBXNativeTarget section */
|
||||||
|
|
||||||
|
/* Begin PBXProject section */
|
||||||
|
0AAC5D8F29539CCF003032C3 /* Project object */ = {
|
||||||
|
isa = PBXProject;
|
||||||
|
attributes = {
|
||||||
|
BuildIndependentTargetsInParallel = 1;
|
||||||
|
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|
||||||
|
LastUpgradeCheck = 1410;
|
||||||
|
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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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|
||||||
|
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|
||||||
|
compatibilityVersion = "Xcode 14.0";
|
||||||
|
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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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|
||||||
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|
||||||
|
projectDirPath = "";
|
||||||
|
projectRoot = "";
|
||||||
|
targets = (
|
||||||
|
0AAC5D9629539CCF003032C3 /* whisper.swiftui */,
|
||||||
|
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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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0A8E49002954B3F100704C1B /* README.md in Resources */,
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||||||
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0AAC5D9F29539CD0003032C3 /* Assets.xcassets in Resources */,
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||||||
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|
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|
|
||||||
|
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|
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||||||
|
0AAC5DCC29539EB1003032C3 /* ggml.c in Sources */,
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||||||
|
0AAC5DCE2953A05C003032C3 /* WhisperState.swift in Sources */,
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||||||
|
0AAC5DD12953A394003032C3 /* LibWhisper.swift in Sources */,
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||||||
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0AA7514C2953B569001EE061 /* RiffWaveUtils.swift in Sources */,
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||||||
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0AAC5DCB29539EB1003032C3 /* whisper.cpp in Sources */,
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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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|
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||||||
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||||||
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|
||||||
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|
||||||
|
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|
||||||
|
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|
</ArchiveAction>
|
||||||
|
</Scheme>
|
||||||
Loading…
Reference in new issue