SMC-ITA: Sequential Monte Carlo Inference-Time Alignment for Video-to-Audio Generation

Haoyu Zhang, Yuta Oshima, Xingjian Du +4

Video-to-audio (V2A) generation must jointly satisfy audiovisual alignment, semantic consistency, temporal synchronization, and perceptual quality. While prior work has mainly focu…