Author

Shao-Hua Pan

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Preprint Oct 2026

AV-FlowEdit: Training-Free Prompt-Driven Audio-Visual Editing with Event-Aware Spectral Trajectory Preservation

Joint audio-video diffusion models generate synchronized content, but editing existing clips requires target changes without disrupting non-target structure or cross-modal correspondence. We present AV-FlowEdit, a training-free and inversion-free framework for prompt-driven audio-video editing. Our key insight is that...

Shao-Hua Pan, Xiao Liu · 0 citations

Preprint Aug 2026

Encore: Infinite Audio-Video Generation with Adaptive Signal Routing

The key insight is to factor this challenge into local continuity handled by iterative generation with explicit cross-chunk context propagation, and global consistency enforced via reference audio-video signals with shifted position embedding, and propose Adaptive Signal Routing (ASR), which introduces learnable attent...

Shao-Hua Pan, Junbao Chen, Shengyi He et al. · 0 citations