Prompt
real time captions api low latency
Latest observation
Oct 11, 2026
OpenAI APIWeb search: off
If you want real-time captions with low latency, the usual approach is:
- Stream audio continuously
- Send small audio chunks to a speech-to-text API over WebSocket or gRPC
- Display partial transcripts as they arrive
- Use final transcript updates for corrected captions
Best API options for low-latency captions
1. OpenAI Realtime / streaming speech-to-text
Good if you want:
- very low latency
- streaming transcription
- integration with conversational apps
Use a streaming connection rather than batch upload.
2. Google Cloud Speech-to-Text streaming
Good for:
- mature streaming support
- strong real-time captioning
- speaker diarization options
3. Azure Speech to Text
Good for:
- real-time captions
- enterprise deployment
- low-latency streaming SDKs
4. AWS Transcribe Streaming
Good for:
- scalable real-time transcription
- captioning pipelines
- easy AWS integration
What actually keeps latency low
To minimize delay:
- Use streaming, not file uploads
- Send 10–100 ms audio frames
- Use mono 16 kHz PCM if possible
- Avoid heavy preprocessing
- Show partial results immediately
- Keep the connection open
- Use a nearby region/server
- Use VAD only if it doesn’t add delay
Typical architecture
Mic / audio source
→ chunk audio into frames
→ send over WebSocket/gRPC
→ speech recognition API
→ partial transcript
→ captions UI updates in real time
Recommended format for audio
Most APIs prefer:
- PCM 16-bit
- 16 kHz mono
- sometimes 8 kHz for telephony
- avoid compressed formats if latency matters, unless the API supports them well
If you’re building captions for video/audio live stream
You’ll usually want:
- partial caption updates every 200–500 ms
- finalized line updates with punctuation
- a caption buffer to prevent flicker
- word-level timestamps if supported
If you want the lowest latency possible
A common choice is:
- WebSocket streaming
- small chunk size
- partial transcripts
- regional deployment close to users
If you want, I can give you:
- a comparison table of the major realtime caption APIs, or
- a code example for WebSocket streaming captions in Node.js, Python, or browser JavaScript.