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attention mechanisms 1audio synthesis 1cross-modal alignment 1latent space modeling 1video-to-audio generation 1

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20242026
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cs.MM2026

Precise Video-to-Audio Generation with Cross-Modal Alignment in Latent Space

Thanh V. T. Tran, Ngoc-Son Nguyen, Luong Tran +4

The paper introduces Flowley, an end‑to‑end model that generates synchronized audio directly from silent video using a novel progressive soft‑masked cross‑attention mechanism, and…