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The Missing Temporal Link: Temporal Context Routing for Script-Driven Audio-Video Generation

arXiv · AI, language, vision and robotics · article · Sep 2, 2026 · UTC

Joint audio-video generation models have made substantial progress in visual quality and audio-visual synchronization. However, they still provide limited control over when shot transitions occur and dialogue is spoken. This limitation constrains their application in script-driven content creation, where timing errors can undermine narrative coherence and the viewing experience. Current joint generators align video and audio representations on a shared temporal axis, yet the precise timing of shots and dialogue specified in a structured prompt is encoded only in the prompt's text representatio

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Evidence & attribution

First collected: 2026-09-21T05:32:15.665Z. This is not the publication date.