├── .gitignore ├── LICENSE ├── README.md ├── WhisperKit-Sample.xcodeproj ├── project.pbxproj ├── project.xcworkspace │ ├── contents.xcworkspacedata │ └── xcshareddata │ │ └── swiftpm │ │ └── Package.resolved └── xcshareddata │ └── xcschemes │ └── WhisperKit-Sample.xcscheme └── WhisperKit-Sample ├── Assets.xcassets ├── AccentColor.colorset │ └── Contents.json ├── AppIcon.appiconset │ └── Contents.json └── Contents.json ├── ContentView.swift ├── Info.plist ├── Preview Content └── Preview Assets.xcassets │ └── Contents.json ├── TranscriptionService.swift ├── WhisperKit-Sample.entitlements ├── WhisperingApp.swift └── test.wav /.gitignore: -------------------------------------------------------------------------------- 1 | # Xcode 2 | # 3 | # gitignore contributors: remember to update Global/Xcode.gitignore, Objective-C.gitignore & Swift.gitignore 4 | 5 | ## User settings 6 | xcuserdata/ 7 | 8 | ## Obj-C/Swift specific 9 | *.hmap 10 | 11 | ## App packaging 12 | *.ipa 13 | *.dSYM.zip 14 | *.dSYM 15 | 16 | ## Playgrounds 17 | timeline.xctimeline 18 | playground.xcworkspace 19 | 20 | # Swift Package Manager 21 | # 22 | # Add this line if you want to avoid checking in source code from Swift Package Manager dependencies. 23 | # Packages/ 24 | # Package.pins 25 | # Package.resolved 26 | # *.xcodeproj 27 | # 28 | # Xcode automatically generates this directory with a .xcworkspacedata file and xcuserdata 29 | # hence it is not needed unless you have added a package configuration file to your project 30 | # .swiftpm 31 | 32 | .build/ 33 | 34 | # CocoaPods 35 | # 36 | # We recommend against adding the Pods directory to your .gitignore. However 37 | # you should judge for yourself, the pros and cons are mentioned at: 38 | # https://guides.cocoapods.org/using/using-cocoapods.html#should-i-check-the-pods-directory-into-source-control 39 | # 40 | # Pods/ 41 | # 42 | # Add this line if you want to avoid checking in source code from the Xcode workspace 43 | # *.xcworkspace 44 | 45 | # Carthage 46 | # 47 | # Add this line if you want to avoid checking in source code from Carthage dependencies. 48 | # Carthage/Checkouts 49 | 50 | Carthage/Build/ 51 | 52 | # fastlane 53 | # 54 | # It is recommended to not store the screenshots in the git repo. 55 | # Instead, use fastlane to re-generate the screenshots whenever they are needed. 56 | # For more information about the recommended setup visit: 57 | # https://docs.fastlane.tools/best-practices/source-control/#source-control 58 | 59 | fastlane/report.xml 60 | fastlane/Preview.html 61 | fastlane/screenshots/**/*.png 62 | fastlane/test_output 63 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2024 Rudrank Riyam 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # WhisperKit Sample 2 | 3 | This is a sample SwiftUI project showing how to use [**WhisperKit**](https://github.com/argmaxinc/WhisperKit) to transcribe audio across Apple platforms. The app has audio recording and transcription, using WhisperKit and AVFoundation. 4 | 5 | ## Features 6 | 7 | - Record audio and view transcription results almost instantly. 8 | - Simplest UI with controls for starting and stopping recordings. 9 | - Can be used across various Apple platforms with SwiftUI. 10 | 11 | ## Running the App 12 | 13 | ```bash 14 | git clone https://github.com/rudrankriyam/whispering.git 15 | cd whispering 16 | ``` 17 | 18 | Open the project in Xcode, build and run the app on a **real** device. 19 | 20 | ## Usage 21 | 22 | - Record Audio: Tap the microphone icon to start recording audio. It will first ask for permission to microphone and then download the model. The recording status will be indicated by a visual waveform and a “Recording…” label. 23 | - Transcribe: Once recording is stopped, the audio file will be transcribed, and results will appear in the text view. 24 | 25 | ## License 26 | 27 | This project is licensed under the MIT License - see the LICENSE file for details. 28 | 29 | --- 30 | 31 | Enjoy using WhisperKit-Sample! If you have questions or feedback, feel free to reach out to me on [X @rudrankriyam](https://x.com/rudrankriyam)! 32 | -------------------------------------------------------------------------------- /WhisperKit-Sample.xcodeproj/project.pbxproj: -------------------------------------------------------------------------------- 1 | // !$*UTF8*$! 2 | { 3 | archiveVersion = 1; 4 | classes = { 5 | }; 6 | objectVersion = 77; 7 | objects = { 8 | 9 | /* Begin PBXBuildFile section */ 10 | 0A125A692CE0C3EE0044215E /* WhisperKit in Frameworks */ = {isa = PBXBuildFile; productRef = 0A125A682CE0C3EE0044215E /* WhisperKit */; }; 11 | /* End PBXBuildFile section */ 12 | 13 | /* Begin PBXFileReference section */ 14 | 0ADDF2952CE0C3BF008793AC /* WhisperKit-Sample.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = "WhisperKit-Sample.app"; sourceTree = BUILT_PRODUCTS_DIR; }; 15 | /* End PBXFileReference section */ 16 | 17 | /* Begin 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"YES"> 43 | <BuildableProductRunnable 44 | runnableDebuggingMode = "0"> 45 | <BuildableReference 46 | BuildableIdentifier = "primary" 47 | BlueprintIdentifier = "0ADDF2942CE0C3BF008793AC" 48 | BuildableName = "WhisperKit-Sample.app" 49 | BlueprintName = "WhisperKit-Sample" 50 | ReferencedContainer = "container:WhisperKit-Sample.xcodeproj"> 51 | </BuildableReference> 52 | </BuildableProductRunnable> 53 | </LaunchAction> 54 | <ProfileAction 55 | buildConfiguration = "Release" 56 | shouldUseLaunchSchemeArgsEnv = "YES" 57 | savedToolIdentifier = "" 58 | useCustomWorkingDirectory = "NO" 59 | debugDocumentVersioning = "YES"> 60 | <BuildableProductRunnable 61 | runnableDebuggingMode = "0"> 62 | <BuildableReference 63 | BuildableIdentifier = "primary" 64 | BlueprintIdentifier = "0ADDF2942CE0C3BF008793AC" 65 | BuildableName = "WhisperKit-Sample.app" 66 | BlueprintName = "WhisperKit-Sample" 67 | ReferencedContainer = "container:WhisperKit-Sample.xcodeproj"> 68 | </BuildableReference> 69 | </BuildableProductRunnable> 70 | </ProfileAction> 71 | <AnalyzeAction 72 | buildConfiguration = "Debug"> 73 | </AnalyzeAction> 74 | <ArchiveAction 75 | buildConfiguration = "Release" 76 | revealArchiveInOrganizer = "YES"> 77 | </ArchiveAction> 78 | </Scheme> 79 | -------------------------------------------------------------------------------- /WhisperKit-Sample/Assets.xcassets/AccentColor.colorset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "colors" : [ 3 | { 4 | "idiom" : "universal" 5 | } 6 | ], 7 | "info" : { 8 | "author" : "xcode", 9 | "version" : 1 10 | } 11 | } 12 | -------------------------------------------------------------------------------- /WhisperKit-Sample/Assets.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "idiom" : "universal", 5 | "platform" : "ios", 6 | "size" : "1024x1024" 7 | }, 8 | { 9 | "appearances" : [ 10 | { 11 | "appearance" : "luminosity", 12 | "value" : "dark" 13 | } 14 | ], 15 | "idiom" : "universal", 16 | "platform" : "ios", 17 | "size" : "1024x1024" 18 | }, 19 | { 20 | "appearances" : [ 21 | { 22 | "appearance" : "luminosity", 23 | "value" : "tinted" 24 | } 25 | ], 26 | "idiom" : "universal", 27 | "platform" : "ios", 28 | "size" : "1024x1024" 29 | } 30 | ], 31 | "info" : { 32 | "author" : "xcode", 33 | "version" : 1 34 | } 35 | } 36 | -------------------------------------------------------------------------------- /WhisperKit-Sample/Assets.xcassets/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "info" : { 3 | "author" : "xcode", 4 | "version" : 1 5 | } 6 | } 7 | -------------------------------------------------------------------------------- /WhisperKit-Sample/ContentView.swift: -------------------------------------------------------------------------------- 1 | // 2 | // ContentView.swift 3 | // Whispering 4 | // 5 | // Created by Rudrank Riyam on 11/10/24. 6 | // 7 | 8 | import SwiftUI 9 | import WhisperKit 10 | import AVFoundation 11 | 12 | struct ContentView: View { 13 | @StateObject private var transcriptionService = TranscriptionService() 14 | 15 | var body: some View { 16 | VStack { 17 | if transcriptionService.isTranscribing { 18 | ProgressView("Transcribing...") 19 | } else { 20 | Button(action: { 21 | // Button is now just for visual feedback 22 | }) { 23 | Image(systemName: transcriptionService.isRecording ? "stop.circle.fill" : "mic.circle.fill") 24 | .font(.system(size: 44)) 25 | .symbolRenderingMode(.multicolor) 26 | } 27 | .disabled(transcriptionService.isTranscribing) 28 | } 29 | 30 | if !transcriptionService.transcriptionResult.isEmpty { 31 | Text(transcriptionService.transcriptionResult) 32 | .padding() 33 | .frame(maxWidth: .infinity, alignment: .leading) 34 | } 35 | 36 | #if os(macOS) 37 | if !transcriptionService.hasInputMonitoringPermission || 38 | !transcriptionService.hasAccessibilityPermissions { 39 | VStack(spacing: 12) { 40 | Text("Required Permissions") 41 | .font(.headline) 42 | 43 | if !transcriptionService.hasInputMonitoringPermission { 44 | PermissionRow( 45 | title: "Input Monitoring", 46 | description: "Required to detect F5 key press", 47 | action: { 48 | InputMonitoringPermission.shared.checkPermission() 49 | } 50 | ) 51 | } 52 | 53 | if !transcriptionService.hasAccessibilityPermissions { 54 | PermissionRow( 55 | title: "Accessibility", 56 | description: "Required to paste transcribed text", 57 | action: { 58 | NSWorkspace.shared.open( 59 | URL(string: "x-apple.systempreferences:com.apple.preference.security?Privacy_Accessibility")! 60 | ) 61 | } 62 | ) 63 | } 64 | } 65 | .padding() 66 | .background(Color.gray.opacity(0.1)) 67 | .cornerRadius(10) 68 | .padding() 69 | } 70 | #endif 71 | } 72 | .padding() 73 | } 74 | } 75 | 76 | struct PermissionRow: View { 77 | let title: String 78 | let description: String 79 | let action: () -> Void 80 | 81 | var body: some View { 82 | VStack(alignment: .leading) { 83 | Text(title) 84 | .font(.subheadline) 85 | .bold() 86 | Text(description) 87 | .font(.caption) 88 | .foregroundColor(.secondary) 89 | Button("Open Settings") { 90 | action() 91 | } 92 | .padding(.top, 4) 93 | } 94 | .frame(maxWidth: .infinity, alignment: .leading) 95 | .padding() 96 | .background(Color.white.opacity(0.5)) 97 | .cornerRadius(8) 98 | } 99 | } 100 | 101 | #Preview { 102 | ContentView() 103 | } 104 | -------------------------------------------------------------------------------- /WhisperKit-Sample/Info.plist: -------------------------------------------------------------------------------- 1 | <?xml version="1.0" encoding="UTF-8"?> 2 | <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> 3 | <plist version="1.0"> 4 | <dict/> 5 | </plist> 6 | -------------------------------------------------------------------------------- /WhisperKit-Sample/Preview Content/Preview Assets.xcassets/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "info" : { 3 | "author" : "xcode", 4 | "version" : 1 5 | } 6 | } 7 | -------------------------------------------------------------------------------- /WhisperKit-Sample/TranscriptionService.swift: -------------------------------------------------------------------------------- 1 | import SwiftUI 2 | import WhisperKit 3 | import AVFoundation 4 | 5 | class TranscriptionService: ObservableObject { 6 | // MARK: - Published Properties 7 | @Published var hasInputMonitoringPermission = false 8 | @Published var hasAccessibilityPermissions = false 9 | @Published var isRecording = false 10 | @Published var isTranscribing = false 11 | @Published var transcriptionResult = "" 12 | 13 | // MARK: - Private Properties 14 | private var whisperKit: WhisperKit? 15 | private var audioRecorder: AVAudioRecorder? 16 | private var keyboardMonitor: Any? 17 | private var recordingURL: URL? 18 | 19 | #if os(iOS) 20 | private var recordingSession: AVAudioSession? 21 | #endif 22 | 23 | // MARK: - Initialization 24 | init() { 25 | print("🚀 TranscriptionService: Initializing...") 26 | checkPermissions() 27 | setupAudioSession() 28 | setupKeyboardMonitor() 29 | } 30 | 31 | // MARK: - Permission Handling 32 | private func checkPermissions() { 33 | #if os(macOS) 34 | print("🔍 Checking all required permissions...") 35 | 36 | // Check Input Monitoring 37 | hasInputMonitoringPermission = inputMonitoring.checkPermission() 38 | if !hasInputMonitoringPermission { 39 | print("⚠️ Input Monitoring permission needed") 40 | inputMonitoring.requestPermission() 41 | } 42 | 43 | // Check Accessibility 44 | let options = [kAXTrustedCheckOptionPrompt.takeUnretainedValue() as String: true] 45 | let trusted = AXIsProcessTrustedWithOptions(options as CFDictionary) 46 | hasAccessibilityPermissions = trusted 47 | print("🔐 Accessibility permission status: \(trusted)") 48 | 49 | // Re-check after a delay to catch permission changes 50 | DispatchQueue.main.asyncAfter(deadline: .now() + 1) { [weak self] in 51 | self?.hasInputMonitoringPermission = self?.inputMonitoring.checkPermission() ?? false 52 | self?.hasAccessibilityPermissions = AXIsProcessTrusted() 53 | } 54 | #endif 55 | } 56 | 57 | // MARK: - Audio Session Setup 58 | private func setupAudioSession() { 59 | print("🎙 Setting up audio session...") 60 | #if os(iOS) 61 | recordingSession = AVAudioSession.sharedInstance() 62 | do { 63 | try recordingSession?.setCategory(.playAndRecord, mode: .default) 64 | try recordingSession?.setActive(true) 65 | print("✅ Audio session setup complete") 66 | } catch { 67 | print("❌ Failed to set up recording session: \(error)") 68 | } 69 | #endif 70 | } 71 | 72 | // MARK: - Keyboard Monitoring 73 | private func setupKeyboardMonitor() { 74 | #if os(macOS) 75 | print("⌨️ Setting up keyboard monitor...") 76 | 77 | guard inputMonitoring.checkPermission() else { 78 | print("⚠️ Cannot setup keyboard monitor - missing Input Monitoring permission") 79 | return 80 | } 81 | 82 | // Local monitor for when app is active 83 | NSEvent.addLocalMonitorForEvents(matching: .keyDown) { [weak self] event in 84 | print("⌨️ Local keyboard event detected - keyCode: \(event.keyCode)") 85 | if event.keyCode == 96 { // F5 86 | print("🎯 F5 key pressed (local)") 87 | self?.handleF5Press() 88 | return nil // Consume the event 89 | } 90 | return event 91 | } 92 | 93 | // Global monitor for when app is in background 94 | keyboardMonitor = NSEvent.addGlobalMonitorForEvents(matching: .keyDown) { [weak self] event in 95 | print("⌨️ Global keyboard event detected - keyCode: \(event.keyCode)") 96 | if event.keyCode == 96 { // F5 97 | print("🎯 F5 key pressed (global)") 98 | self?.handleF5Press() 99 | } 100 | } 101 | print("✅ Keyboard monitors successfully set up") 102 | #endif 103 | } 104 | 105 | // MARK: - F5 Key Handling 106 | private func handleF5Press() { 107 | print("🎙 F5 Press Handler: Processing F5 key press") 108 | 109 | Task { @MainActor in 110 | if audioRecorder?.isRecording == true { 111 | print("🛑 Stopping recording...") 112 | isRecording = false 113 | isTranscribing = true 114 | 115 | if let recordingURL = await stopRecording() { 116 | print("🔤 Starting transcription...") 117 | do { 118 | transcriptionResult = try await transcribe(audio: recordingURL) 119 | print("✅ Transcription completed: \(transcriptionResult)") 120 | pasteTranscribedText(transcriptionResult) 121 | } catch { 122 | print("❌ Transcription failed: \(error)") 123 | transcriptionResult = "Transcription failed: \(error.localizedDescription)" 124 | } 125 | } 126 | isTranscribing = false 127 | } else { 128 | print("▶️ Starting recording...") 129 | isRecording = true 130 | transcriptionResult = "" 131 | await startRecording() 132 | } 133 | } 134 | } 135 | 136 | // MARK: - Recording Functions 137 | func startRecording() async { 138 | print("🎙 Starting recording process...") 139 | let settings = [ 140 | AVFormatIDKey: Int(kAudioFormatLinearPCM), 141 | AVSampleRateKey: 16000, 142 | AVNumberOfChannelsKey: 1, 143 | AVEncoderAudioQualityKey: AVAudioQuality.high.rawValue 144 | ] 145 | 146 | do { 147 | let documentsPath = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask)[0] 148 | recordingURL = documentsPath.appendingPathComponent("recording.wav") 149 | 150 | if let url = recordingURL { 151 | print("📝 Recording to URL: \(url.path)") 152 | audioRecorder = try AVAudioRecorder(url: url, settings: settings) 153 | audioRecorder?.record() 154 | print("✅ Recording started successfully") 155 | } 156 | } catch { 157 | print("❌ Failed to start recording: \(error)") 158 | } 159 | } 160 | 161 | func stopRecording() async -> URL? { 162 | print("🛑 Stopping recording process...") 163 | 164 | guard let recorder = audioRecorder, let url = recordingURL else { 165 | print("⚠️ No active recorder or URL found") 166 | return nil 167 | } 168 | 169 | recorder.stop() 170 | print("✅ Recording stopped successfully") 171 | print("📍 Recording saved at: \(url.path)") 172 | 173 | return url 174 | } 175 | 176 | // MARK: - Transcription 177 | func transcribe(audio url: URL) async throws -> String { 178 | print("🎯 Transcribing audio from: \(url.path)") 179 | if whisperKit == nil { 180 | print("🔄 Initializing WhisperKit...") 181 | whisperKit = try await WhisperKit(model: "base") 182 | } 183 | 184 | print("📝 Starting transcription process...") 185 | let result = try await whisperKit?.transcribe(audioPath: url.path) 186 | print("✅ Transcription successful") 187 | return result?.map { $0.text }.joined(separator: " ") ?? "No transcription" 188 | } 189 | 190 | // MARK: - Paste Handling 191 | private func pasteTranscribedText(_ text: String) { 192 | print("📋 Attempting to paste text: \(text)") 193 | 194 | #if os(macOS) 195 | // Create a temporary pasteboard 196 | let pasteboard = NSPasteboard.general 197 | pasteboard.clearContents() 198 | pasteboard.setString(text, forType: .string) 199 | 200 | // Simulate Cmd+V keystroke 201 | let source = CGEventSource(stateID: .hidSystemState) 202 | 203 | // Create key down and up events for Command key (⌘) 204 | let cmdKeyDown = CGEvent(keyboardEventSource: source, virtualKey: 0x37, keyDown: true) 205 | let cmdKeyUp = CGEvent(keyboardEventSource: source, virtualKey: 0x37, keyDown: false) 206 | 207 | // Create key down and up events for V key 208 | let vKeyDown = CGEvent(keyboardEventSource: source, virtualKey: 0x09, keyDown: true) 209 | let vKeyUp = CGEvent(keyboardEventSource: source, virtualKey: 0x09, keyDown: false) 210 | 211 | // Set command flag for V key events 212 | vKeyDown?.flags = .maskCommand 213 | vKeyUp?.flags = .maskCommand 214 | 215 | // Post the events in sequence 216 | cmdKeyDown?.post(tap: .cghidEventTap) 217 | vKeyDown?.post(tap: .cghidEventTap) 218 | vKeyUp?.post(tap: .cghidEventTap) 219 | cmdKeyUp?.post(tap: .cghidEventTap) 220 | 221 | print("✅ Paste command sent successfully") 222 | #endif 223 | } 224 | 225 | // MARK: - Cleanup 226 | deinit { 227 | print("♻️ TranscriptionService: Cleaning up resources") 228 | #if os(macOS) 229 | if let monitor = keyboardMonitor { 230 | NSEvent.removeMonitor(monitor) 231 | print("🧹 Removed keyboard monitor") 232 | } 233 | #endif 234 | } 235 | } 236 | -------------------------------------------------------------------------------- /WhisperKit-Sample/WhisperKit-Sample.entitlements: -------------------------------------------------------------------------------- 1 | <?xml version="1.0" encoding="UTF-8"?> 2 | <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> 3 | <plist version="1.0"> 4 | <dict> 5 | <key>com.apple.security.app-sandbox</key> 6 | <true/> 7 | <key>com.apple.security.automation.apple-events</key> 8 | <true/> 9 | <key>com.apple.security.device.audio-input</key> 10 | <true/> 11 | <key>com.apple.security.network.client</key> 12 | <true/> 13 | <key>com.apple.security.network.server</key> 14 | <true/> 15 | <key>com.apple.security.temporary-exception.apple-events</key> 16 | <array> 17 | <string>com.apple.systempreferences</string> 18 | </array> 19 | <key>com.apple.security.temporary-exception.mach-register.global-name</key> 20 | <array> 21 | <string>com.apple.coreservices.launchservicesd</string> 22 | </array> 23 | <key>com.apple.security.temporary-exception.input-monitoring</key> 24 | <true/> 25 | </dict> 26 | </plist> -------------------------------------------------------------------------------- /WhisperKit-Sample/WhisperingApp.swift: -------------------------------------------------------------------------------- 1 | // 2 | // WhisperingApp.swift 3 | // Whispering 4 | // 5 | // Created by Rudrank Riyam on 11/10/24. 6 | // 7 | 8 | import SwiftUI 9 | 10 | @main 11 | struct WhisperKitSampleApp: App { 12 | var body: some Scene { 13 | WindowGroup { 14 | ContentView() 15 | } 16 | } 17 | } 18 | -------------------------------------------------------------------------------- /WhisperKit-Sample/test.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rudrankriyam/WhisperKit-Sample/main/WhisperKit-Sample/test.wav