EditaLive! Unified Character Video Editing for Live Streaming
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Overall
80
Content
85
Popularity
69
Observed public metrics from 1 member.
Merged summary
TL;DR - EditaLive is a framework for instruction-driven, real-time character video editing in live streams. It adapts an image-animation model for causal streaming and preserves facial expressions while reducing inference to a low-latency two-step process.
- Repurposes Wan-Animate by leveraging its separation of character appearance and motion.
- Uses the CharEdit-50K dataset to train reference-frame editing and video reconstruction.
- Converts offline bidirectional generation into causal streaming generation.
- Combines aligned self-rollout distillation, fixed RoPE, align forcing, and sparse attention to reduce latency and appearance drift.
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EditaLive! Unified Character Video Editing for Live Streaming
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Hugging Face upvotes 5
TL;DR - EditaLive is a framework for instruction-driven, real-time character video editing in live streams. It adapts an image-animation model for causal streaming and preserves facial expressions while reducing inference to a low-latency two-step process.
- Repurposes Wan-Animate by leveraging its separation of character appearance and motion.
- Uses the CharEdit-50K dataset to train reference-frame editing and video reconstruction.
- Converts offline bidirectional generation into causal streaming generation.
- Combines aligned self-rollout distillation, fixed RoPE, align forcing, and sparse attention to reduce latency and appearance drift.