TranscriptionManager

Overview

TranscriptionManager handles all transcription-related functionality within a user session. It provides provider abstraction for multiple transcription services (Azure and Soniox), manages stream lifecycle, handles multi-language support, implements VAD (Voice Activity Detection) audio buffering, and maintains transcript history. File: packages/cloud/src/services/session/transcription/TranscriptionManager.ts

Key Features

Provider Abstraction: Supports Azure and Soniox transcription services
Multi-Language Support: Handles transcription for various languages
VAD Audio Buffering: Prevents speech loss during stream startup
Automatic Provider Failover: Falls back to alternative providers on failure
Stream Health Monitoring: Detects and replaces unhealthy streams
Transcript History: Maintains per-language transcript segments
Local Transcription Support: Can receive transcripts from device-side processing

Architecture

Provider Management

Provider Configuration

interface TranscriptionConfig {
  providers: {
    defaultProvider: ProviderType;
    fallbackProvider?: ProviderType;
  };
  azure: AzureTranscriptionConfig;
  soniox: SonioxTranscriptionConfig;
  retries: RetryConfig;
  performance: PerformanceConfig;
  limits: ResourceLimits;
}

Provider Initialization

private async initializeProviders(): Promise<void> {
  // Try Azure
  try {
    const azureProvider = new AzureTranscriptionProvider(
      this.config.azure,
      this.logger
    );
    await azureProvider.initialize();
    this.providers.set(ProviderType.AZURE, azureProvider);
  } catch (error) {
    this.logger.error(error, "Failed to initialize Azure provider");
  }
  
  // Try Soniox
  try {
    const sonioxProvider = new SonioxTranscriptionProvider(
      this.config.soniox,
      this.logger
    );
    await sonioxProvider.initialize();
    this.providers.set(ProviderType.SONIOX, sonioxProvider);
  } catch (error) {
    this.logger.error(error, "Failed to initialize Soniox provider");
  }
  
  // Initialize provider selector
  this.providerSelector = new ProviderSelector(
    this.providers,
    this.config,
    this.logger
  );
}

Stream Lifecycle Management

Subscription Updates

async updateSubscriptions(subscriptions: ExtendedStreamType[]): Promise<void> {
  await this.ensureInitialized();
  
  // Filter out translation subscriptions (handled by TranslationManager)
  const validSubscriptions = subscriptions.filter(sub => {
    if (typeof sub === "string" && sub.startsWith("translation:")) {
      return false;
    }
    return true;
  });
  
  const desired = new Set(validSubscriptions);
  const current = new Set(this.streams.keys());
  
  // Stop removed streams
  for (const subscription of current) {
    if (!desired.has(subscription)) {
      await this.stopStream(subscription);
    }
  }
  
  // Start new streams
  for (const subscription of desired) {
    if (!current.has(subscription)) {
      await this.startStream(subscription);
    }
  }
  
  this.activeSubscriptions = desired;
}

Stream Creation

private async createStreamInstance(
  subscription: ExtendedStreamType,
  provider: TranscriptionProvider
): Promise<StreamInstance> {
  const languageInfo = getLanguageInfo(subscription)!;
  const streamId = this.generateStreamId(subscription);
  
  const callbacks = {
    onReady: () => this.logger.debug({ subscription }, "Stream ready"),
    onError: (error: Error) => this.handleStreamError(subscription, stream, error),
    onClosed: () => this.streams.delete(subscription),
    onData: (data: any) => this.relayDataToApps(subscription, data)
  };
  
  return await provider.createTranscriptionStream(
    languageInfo.transcribeLanguage,
    {
      streamId,
      userSession: this.userSession,
      subscription,
      callbacks
    }
  );
}

VAD Audio Buffering

Buffer Management

// VAD buffer configuration
private vadAudioBuffer: ArrayBuffer[] = [];
private vadBufferMaxSize = 50;  // ~2.5 seconds at 50ms chunks
private isBufferingForVAD = false;
private vadBufferTimeout?: NodeJS.Timeout;
private vadBufferTimeoutMs = 10000;  // 10 second timeout

Buffer Operations

private startVADBuffering(): void {
  this.isBufferingForVAD = true;
  this.vadAudioBuffer = [];
  
  // Set timeout to automatically flush
  this.vadBufferTimeout = setTimeout(() => {
    this.logger.warn("VAD buffer timeout - force flushing");
    this.flushVADBuffer();
  }, this.vadBufferTimeoutMs);
}

private flushVADBuffer(): void {
  if (!this.isBufferingForVAD || this.vadAudioBuffer.length === 0) {
    return;
  }
  
  // Send all buffered chunks to streams
  for (const audioData of this.vadAudioBuffer) {
    this.feedAudioToStreams(audioData);
  }
  
  // Clear buffer
  this.vadAudioBuffer = [];
  this.isBufferingForVAD = false;
}

Stream Health Management

Health Checking

private isStreamHealthy(stream: StreamInstance): boolean {
  if (stream.state === StreamState.ERROR || 
      stream.state === StreamState.CLOSED) {
    return false;
  }
  
  // Check provider health
  if (!stream.provider.isHealthy()) {
    return false;
  }
  
  // Check metrics
  if (stream.metrics.errorRate > 0.5 || 
      stream.metrics.consecutiveErrors > 3) {
    return false;
  }
  
  return true;
}

Stream Recovery

async ensureStreamsExist(): Promise<void> {
  const currentSubscriptions = Array.from(this.activeSubscriptions);
  
  // Clean up unhealthy streams
  for (const [subscription, stream] of this.streams.entries()) {
    if (!this.activeSubscriptions.has(subscription) || 
        !this.isStreamHealthy(stream)) {
      await this.cleanupStream(subscription, "unhealthy_stream");
    }
  }
  
  // Start VAD buffering for new streams
  this.startVADBuffering();
  
  // Create missing streams
  const createPromises = currentSubscriptions
    .filter(sub => !this.streams.has(sub))
    .map(sub => this.startStreamFast(sub));
  
  await Promise.allSettled(createPromises);
  
  // Flush buffered audio
  this.flushVADBuffer();
}

Error Handling and Recovery

Provider Failover

private async handleStreamError(
  subscription: ExtendedStreamType,
  stream: StreamInstance | null,
  error: Error
): Promise<void> {
  const currentProvider = stream?.provider.name;
  
  // Record provider failure
  if (stream) {
    stream.provider.recordFailure(error);
  }
  
  // Clean up failed stream
  await this.cleanupStream(subscription, "provider_error");
  
  // Smart provider cycling
  if (currentProvider === ProviderType.SONIOX) {
    if (this.isSonioxRateLimit(error)) {
      // Rate limit - try Azure immediately
      if (await this.trySpecificProvider(subscription, ProviderType.AZURE)) {
        return;
      }
    }
  }
  
  // Schedule retry with backoff
  this.scheduleStreamRetry(subscription, attempts + 1, error);
}

Transcript History

History Management

private transcriptHistory: {
  segments: TranscriptSegment[];  // Legacy en-US support
  languageSegments: Map<string, TranscriptSegment[]>;  // Multi-language
} = {
  segments: [],
  languageSegments: new Map()
};

private readonly HISTORY_RETENTION_MS = 30 * 60 * 1000;  // 30 minutes
private readonly HISTORY_PRUNE_INTERVAL_MS = 5 * 60 * 1000;  // Prune every 5 min

History Pruning

private startHistoryPruning(): void {
  this.historyPruneInterval = setInterval(() => {
    const cutoffTime = Date.now() - this.HISTORY_RETENTION_MS;
    
    // Prune legacy segments
    this.transcriptHistory.segments = this.transcriptHistory.segments
      .filter(segment => segment.timestamp > cutoffTime);
    
    // Prune language-specific segments
    for (const [lang, segments] of this.transcriptHistory.languageSegments) {
      const pruned = segments.filter(s => s.timestamp > cutoffTime);
      if (pruned.length === 0) {
        this.transcriptHistory.languageSegments.delete(lang);
      } else {
        this.transcriptHistory.languageSegments.set(lang, pruned);
      }
    }
  }, this.HISTORY_PRUNE_INTERVAL_MS);
}

Local Transcription Support

async handleLocalTranscription(message: LocalTranscription): Promise<void> {
  this.logger.debug({ message }, "Local transcription received");
  
  // Relay directly to apps (no provider needed)
  this.relayDataToApps(StreamType.TRANSCRIPTION, message);
}

Integration Methods

Audio Feed

feedAudio(audioData: ArrayBuffer): void {
  // Buffer if VAD is starting up
  if (this.isBufferingForVAD) {
    this.vadAudioBuffer.push(audioData);
    
    // Prevent buffer overflow
    if (this.vadAudioBuffer.length > this.vadBufferMaxSize) {
      this.vadAudioBuffer.shift();
    }
    return;
  }
  
  // Normal feeding to streams
  this.feedAudioToStreams(audioData);
}

Token Finalization

finalizePendingTokens(): void {
  // Called when VAD stops - forces providers to send final transcriptions
  for (const [subscription, stream] of this.streams) {
    if (stream.provider.name === "soniox") {
      // Soniox buffers tokens - force finalization
      if ("forceFinalizePendingTokens" in stream) {
        (stream as any).forceFinalizePendingTokens();
      }
    }
    // Azure sends final results immediately
  }
}

Metrics and Monitoring

getMetrics(): Record<string, any> {
  return {
    totalStreams: this.streams.size,
    activeStreams: this.getActiveStreamCount(),
    byProvider: this.getStreamsByProvider(),
    byState: this.getStreamsByState(),
    vadBufferSize: this.vadAudioBuffer.length,
    isBuffering: this.isBufferingForVAD,
    historySize: {
      legacy: this.transcriptHistory.segments.length,
      languages: this.transcriptHistory.languageSegments.size
    }
  };
}

Configuration

Timing Constants

// Stream creation timeout
private readonly DEFAULT_TIMEOUT_MS = 10000;  // 10 seconds
private readonly VAD_TIMEOUT_MS = 5000;       // 5 seconds for VAD

// Retry configuration
private readonly MAX_RETRY_ATTEMPTS = 3;
private readonly RETRY_BACKOFF_MS = 1000;

// Buffer limits
private readonly VAD_BUFFER_MAX_SIZE = 50;    // ~2.5 seconds
private readonly VAD_BUFFER_TIMEOUT_MS = 10000;  // 10 seconds

Lifecycle Management

Disposal

async dispose(): Promise<void> {
  // Stop health monitoring
  if (this.healthCheckInterval) {
    clearInterval(this.healthCheckInterval);
  }
  
  // Stop history pruning
  if (this.historyPruneInterval) {
    clearInterval(this.historyPruneInterval);
  }
  
  // Close all streams
  await Promise.allSettled(
    Array.from(this.streams.values()).map(stream => stream.close())
  );
  
  // Dispose providers
  await Promise.allSettled(
    Array.from(this.providers.values()).map(provider => provider.dispose())
  );
  
  this.streams.clear();
  this.providers.clear();
}

Best Practices

Always buffer audio during VAD startup to prevent speech loss
Monitor stream health and replace unhealthy streams automatically
Use appropriate timeouts - shorter for VAD scenarios
Implement smart provider failover based on error types
Prune transcript history to prevent memory growth
Handle local transcription for device-side processing

Integration Points

AudioManager: Receives audio data for transcription
TranslationManager: Works in parallel for translation needs
SubscriptionService: Determines which apps receive transcripts
Provider Classes: Azure and Soniox implementations
VAD Detection: Triggers stream lifecycle events

AudioManager: Audio source
TranslationManager: Translation services
SubscriptionService: App subscriptions
Message Types: Transcript data formats

Getting Started

Cloud Overview

Cloud Architecture

SDK Reference

Development

Overview

Key Features

Architecture

Provider Management

Provider Configuration

Provider Initialization

Stream Lifecycle Management

Subscription Updates

Stream Creation

VAD Audio Buffering

Buffer Management

Buffer Operations

Stream Health Management

Health Checking

Stream Recovery

Error Handling and Recovery

Provider Failover

Transcript History

History Management

History Pruning

Local Transcription Support

Integration Methods

Audio Feed

Token Finalization

Metrics and Monitoring

Configuration

Timing Constants

Lifecycle Management

Disposal

Best Practices

Integration Points

Getting Started

Cloud Overview

Cloud Architecture

SDK Reference

Development

​Overview

​Key Features

​Architecture

​Provider Management

​Provider Configuration

​Provider Initialization

​Stream Lifecycle Management

​Subscription Updates

​Stream Creation

​VAD Audio Buffering

​Buffer Management

​Buffer Operations

​Stream Health Management

​Health Checking

​Stream Recovery

​Error Handling and Recovery

​Provider Failover

​Transcript History

​History Management

​History Pruning

​Local Transcription Support

​Integration Methods

​Audio Feed

​Token Finalization

​Metrics and Monitoring

​Configuration

​Timing Constants

​Lifecycle Management

​Disposal

​Best Practices

​Integration Points

​Related Documentation

Overview

Key Features

Architecture

Provider Management

Provider Configuration

Provider Initialization

Stream Lifecycle Management

Subscription Updates

Stream Creation

VAD Audio Buffering

Buffer Management

Buffer Operations

Stream Health Management

Health Checking

Stream Recovery

Error Handling and Recovery

Provider Failover

Transcript History

History Management

History Pruning

Local Transcription Support

Integration Methods

Audio Feed

Token Finalization

Metrics and Monitoring

Configuration

Timing Constants

Lifecycle Management

Disposal

Best Practices

Integration Points

Related Documentation