~/talk

How Captions Enables Anyone To Tell Their Story With Video

Talkat Video @Scale 2024 · 2024-11-20..11-21· [web-performance, web-platform]
slides:none on file

Captions claims to let anyone make shareable talking videos by generating speech-driven lip sync from text using an internal multi‑stage Transformer called lift up plus third‑party TTS and alignment: AI Creator uses 11labs for text→audio, Whisper for word‑time alignment, and model optimizations (bounding‑box generation, 2s chunk parallelism, asset caching, torch compile hotspots) to cut P90 from ~17.5 to ~7 minutes at 512×512. Platform reports 10M creators, 3M videos/month, 75% users outside the US and adds AI twin and accent select for accent control.

AI-written summary · about

  1. 0:00Captions and video storytelling
  2. 2:58AI Creator and AI Twin features
  3. 6:05AI video generation model
  4. 8:12Content moderation for AI videos
  5. 10:16Latency and cost optimization
  6. 13:44AI video creation process
  7. 15:10Accent selection for global reach
  8. 17:36Future of AI video generation
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