Agent skills for iOS, iPadOS, Swift, SwiftUI, and modern Apple framework development.
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Transcribe live and pre-recorded audio to text using Apple's Speech framework.
Covers SFSpeechRecognizer (iOS 10+) and the new SpeechAnalyzer API (iOS 26+).
SpeechAnalyzer is an actor-based API introduced in iOS 26 that replaces
SFSpeechRecognizer for new projects. It uses Swift concurrency, AsyncSequence
for results, and supports modular analysis via SpeechTranscriber.
import Speech
// 1. Create a transcriber module
guard let locale = SpeechTranscriber.supportedLocale(
equivalentTo: Locale.current
) else { return }
let transcriber = SpeechTranscriber(locale: locale, preset: .offlineTranscription)
// 2. Ensure assets are installed
if let request = try await AssetInventory.assetInstallationRequest(
supporting: [transcriber]
) {
try await request.downloadAndInstall()
}
// 3. Create input stream and analyzer
let (inputSequence, inputBuilder) = AsyncStream.makeStream(of: AnalyzerInput.self)
let audioFormat = await SpeechAnalyzer.bestAvailableAudioFormat(
compatibleWith: [transcriber]
)
let analyzer = SpeechAnalyzer(modules: [transcriber])
// 4. Feed audio buffers (from AVAudioEngine or file)
Task {
// Append PCM buffers converted to audioFormat
let pcmBuffer: AVAudioPCMBuffer = // ... your audio buffer
inputBuilder.yield(AnalyzerInput(buffer: pcmBuffer))
inputBuilder.finish()
}
// 5. Consume results
Task {
for try await result in transcriber.results {
let text = String(result.text.characters)
print(text)
}
}
// 6. Run analysis
let lastSampleTime = try await analyzer.analyzeSequence(inputSequence)
// 7. Finalize
if let lastSampleTime {
try await analyzer.finalizeAndFinish(through: lastSampleTime)
} else {
try analyzer.cancelAndFinishNow()
}let transcriber = SpeechTranscriber(locale: locale, preset: .offlineTranscription)
let audioFile = try AVAudioFile(forReading: fileURL)
let analyzer = SpeechAnalyzer(
inputAudioFile: audioFile, modules: [transcriber], finishAfterFile: true
)
for try await result in transcriber.results {
print(String(result.text.characters))
}| Feature | SFSpeechRecognizer | SpeechAnalyzer |
|---|---|---|
| Concurrency | Callbacks/delegates | async/await + AsyncSequence |
| Type | class | actor |
| Modules | Monolithic | Composable (SpeechTranscriber, SpeechDetector) |
| Audio input | append(_:) on request | AsyncStream<AnalyzerInput> |
| Availability | iOS 10+ | iOS 26+ |
| On-device | requiresOnDeviceRecognition | Asset-based via AssetInventory |
import Speech
// Default locale (user's current language)
let recognizer = SFSpeechRecognizer()
// Specific locale
let recognizer = SFSpeechRecognizer(locale: Locale(identifier: "en-US"))
// Check if recognition is available for this locale
guard let recognizer, recognizer.isAvailable else {
print("Speech recognition not available")
return
}final class SpeechManager: NSObject, SFSpeechRecognizerDelegate {
private let recognizer = SFSpeechRecognizer()!
override init() {
super.init()
recognizer.delegate = self
}
func speechRecognizer(
_ speechRecognizer: SFSpeechRecognizer,
availabilityDidChange available: Bool
) {
// Update UI — disable record button when unavailable
}
}Request both speech recognition and microphone permissions before starting
live transcription. Add these keys to Info.plist:
NSSpeechRecognitionUsageDescriptionNSMicrophoneUsageDescriptionimport Speech
import AVFoundation
func requestPermissions() async -> Bool {
let speechStatus = await withCheckedContinuation { continuation in
SFSpeechRecognizer.requestAuthorization { status in
continuation.resume(returning: status)
}
}
guard speechStatus == .authorized else { return false }
let micStatus: Bool
if #available(iOS 17, *) {
micStatus = await AVAudioApplication.requestRecordPermission()
} else {
micStatus = await withCheckedContinuation { continuation in
AVAudioSession.sharedInstance().requestRecordPermission { granted in
continuation.resume(returning: granted)
}
}
}
return micStatus
}The standard pattern: AVAudioEngine captures microphone audio → buffers are
appended to SFSpeechAudioBufferRecognitionRequest → results stream in.
import Speech
import AVFoundation
final class LiveTranscriber {
private let recognizer = SFSpeechRecognizer(locale: Locale(identifier: "en-US"))!
private let audioEngine = AVAudioEngine()
private var recognitionRequest: SFSpeechAudioBufferRecognitionRequest?
private var recognitionTask: SFSpeechRecognitionTask?
func startTranscribing() throws {
// Cancel any in-progress task
recognitionTask?.cancel()
recognitionTask = nil
// Configure audio session
let audioSession = AVAudioSession.sharedInstance()
try audioSession.setCategory(.record, mode: .measurement, options: .duckOthers)
try audioSession.setActive(true, options: .notifyOthersOnDeactivation)
// Create request
let request = SFSpeechAudioBufferRecognitionRequest()
request.shouldReportPartialResults = true
self.recognitionRequest = request
// Start recognition task
recognitionTask = recognizer.recognitionTask(with: request) { result, error in
if let result {
let text = result.bestTranscription.formattedString
print("Transcription: \(text)")
if result.isFinal {
self.stopTranscribing()
}
}
if let error {
print("Recognition error: \(error)")
self.stopTranscribing()
}
}
// Install audio tap
let inputNode = audioEngine.inputNode
let recordingFormat = inputNode.outputFormat(forBus: 0)
inputNode.installTap(onBus: 0, bufferSize: 1024, format: recordingFormat) {
buffer, _ in
request.append(buffer)
}
audioEngine.prepare()
try audioEngine.start()
}
func stopTranscribing() {
audioEngine.stop()
audioEngine.inputNode.removeTap(onBus: 0)
recognitionRequest?.endAudio()
recognitionRequest = nil
recognitionTask?.cancel()
recognitionTask = nil
}
}Use SFSpeechURLRecognitionRequest for audio files on disk:
func transcribeFile(at url: URL) async throws -> String {
guard let recognizer = SFSpeechRecognizer(), recognizer.isAvailable else {
throw SpeechError.unavailable
}
let request = SFSpeechURLRecognitionRequest(url: url)
request.shouldReportPartialResults = false
return try await withCheckedThrowingContinuation { continuation in
recognizer.recognitionTask(with: request) { result, error in
if let error {
continuation.resume(throwing: error)
} else if let result, result.isFinal {
continuation.resume(
returning: result.bestTranscription.formattedString
)
}
}
}
}On-device recognition (iOS 13+) works offline but supports fewer locales:
let recognizer = SFSpeechRecognizer(locale: Locale(identifier: "en-US"))!
// Check if on-device is supported for this locale
if recognizer.supportsOnDeviceRecognition {
let request = SFSpeechAudioBufferRecognitionRequest()
request.requiresOnDeviceRecognition = true // Force on-device
}Tip: On-device recognition avoids network latency and the one-minute audio limit imposed by server-based recognition. However, accuracy may be lower and not all locales are supported. Check
supportsOnDeviceRecognitionbefore forcing on-device mode.
let request = SFSpeechAudioBufferRecognitionRequest()
request.shouldReportPartialResults = true // default is true
recognizer.recognitionTask(with: request) { result, error in
guard let result else { return }
if result.isFinal {
// Final transcription — recognition is complete
let final = result.bestTranscription.formattedString
} else {
// Partial result — may change as more audio is processed
let partial = result.bestTranscription.formattedString
}
}recognizer.recognitionTask(with: request) { result, error in
guard let result else { return }
// Best transcription
let best = result.bestTranscription
// All alternatives (sorted by confidence, descending)
for transcription in result.transcriptions {
for segment in transcription.segments {
print("\(segment.substring): \(segment.confidence)")
}
}
}let request = SFSpeechAudioBufferRecognitionRequest()
request.addsPunctuation = trueImprove recognition of domain-specific terms:
let request = SFSpeechAudioBufferRecognitionRequest()
request.contextualStrings = ["SwiftUI", "Xcode", "CloudKit"]// ❌ DON'T: Only request speech authorization for live audio
SFSpeechRecognizer.requestAuthorization { status in
// Missing microphone permission — audio engine will fail
self.startRecording()
}
// ✅ DO: Request both permissions before recording
SFSpeechRecognizer.requestAuthorization { status in
guard status == .authorized else { return }
AVAudioSession.sharedInstance().requestRecordPermission { granted in
guard granted else { return }
self.startRecording()
}
}// ❌ DON'T: Assume recognizer stays available after initial check
let recognizer = SFSpeechRecognizer()!
// Recognition may fail if network drops or locale changes
// ✅ DO: Monitor availability via delegate
recognizer.delegate = self
func speechRecognizer(
_ speechRecognizer: SFSpeechRecognizer,
availabilityDidChange available: Bool
) {
recordButton.isEnabled = available
}// ❌ DON'T: Leave audio engine running after recognition finishes
recognizer.recognitionTask(with: request) { result, error in
if result?.isFinal == true {
// Audio engine still running, wasting resources and battery
}
}
// ✅ DO: Clean up all audio resources
recognizer.recognitionTask(with: request) { result, error in
if result?.isFinal == true || error != nil {
self.audioEngine.stop()
self.audioEngine.inputNode.removeTap(onBus: 0)
self.recognitionRequest?.endAudio()
self.recognitionRequest = nil
}
}// ❌ DON'T: Force on-device without checking support
let request = SFSpeechAudioBufferRecognitionRequest()
request.requiresOnDeviceRecognition = true // May silently fail
// ✅ DO: Check support before requiring on-device
if recognizer.supportsOnDeviceRecognition {
request.requiresOnDeviceRecognition = true
} else {
// Fall back to server-based or inform user
}// ❌ DON'T: Start one long continuous recognition session
func startRecording() {
// This will be cut off after ~60 seconds (server-based)
}
// ✅ DO: Restart recognition when approaching the limit
func startRecording() {
// Use a timer to restart before the limit
recognitionTimer = Timer.scheduledTimer(withTimeInterval: 55, repeats: false) {
[weak self] _ in
self?.restartRecognition()
}
}// ❌ DON'T: Start a new task without canceling the previous one
func startRecording() {
recognitionTask = recognizer.recognitionTask(with: request) { ... }
// Previous task is still running — undefined behavior
}
// ✅ DO: Cancel existing task before creating a new one
func startRecording() {
recognitionTask?.cancel()
recognitionTask = nil
recognitionTask = recognizer.recognitionTask(with: request) { ... }
}NSSpeechRecognitionUsageDescription is in Info.plistNSMicrophoneUsageDescription is in Info.plist (if using live audio)SFSpeechRecognizerDelegate is set to handle availabilityDidChangerecognitionRequest.endAudio() is called when done recordingrecognitionTask is canceled before starting a new onesupportsOnDeviceRecognition is checked before requiring on-device modeisFinal) resultsAssetInventory assets are installed before using SpeechAnalyzerSpeechTranscriber.supportedLocale(equivalentTo:) is checkedskills
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