Parallel adapter composition yields real-time joint audio-video generation without chained training

By adding a causal adapter and a few-step adapter to a frozen backbone, the authors achieve real-time streaming at 26 fps with stable quality.

Industry
Jingyu Li · Xiaoxiao Xiang · Yiwen Guo

LIGHTSPEED · Independent Researcher

Research Digest··2 min read
Li et al.

The authors start from a frozen bidirectional audio-video diffusion transformer.

Why this paper

From LIGHTSPEED and Independent Researcher

In one line

Parallel adapter composition achieves real-time streaming audio-video generation by adding separately trained causal and few-step adapters.

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  • ✓Compute or model size stated (gpus 6)
  • ✓Limitations stated by the authors
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