Real Time Video Generation
Generate and stream AI video with sub-second latency for live and interactive applications.
How It Works
Explore real time video generation capabilities on WaveSpeed.
1. Low-Latency Inference
WaveSpeed optimizes model inference for minimal latency. Cached models and warm GPU instances ensure fast cold-start times for real-time applications. Run Wan 2.5 and other models with priority scheduling.
2. Live Avatar & Lip-Sync
MuseTalk powers live-stream avatars with sub-200ms lip-sync latency. Combined with real-time TTS for interactive conversational AI.
3. Streaming API
WebSocket-based streaming API delivers video frames as they are generated. Integrate with live commerce, gaming, and interactive media platforms through WaveSpeed.
Use Cases
Discover how real time video generation transforms real-world workflows.
Live Commerce
Power AI presenters and virtual hosts for live shopping streams with real-time lip-sync and expression.
Interactive Gaming
Generate dynamic cutscenes, NPC dialogue animations, and real-time visual effects in games.
Virtual Assistants
Create face-to-face AI customer service agents with natural speech and synchronized lip movements.
Live Events
Generate real-time visual effects, backgrounds, and animated overlays for live broadcasts and events.
Q & A
What is real-time video generation?
Real-time video generation produces AI video with minimal delay, enabling live and interactive applications where content must be generated and displayed instantly.
What latency can I expect?
Lip-sync models like MuseTalk achieve sub-200ms latency. Video generation models have higher latency (seconds) but can be streamed frame-by-frame.
Is real-time generation suitable for production?
Yes. WaveSpeed provides dedicated GPU instances, priority scheduling, and SLA guarantees for production real-time applications.
What protocols are supported for streaming?
WaveSpeed supports WebSocket streaming for frame-by-frame delivery. REST API with polling is also available for near-real-time workflows.
How does pricing work for real-time applications?
Real-time applications use the same per-generation pricing. Dedicated instances are available for guaranteed latency under enterprise plans.