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UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating
Generating a coherent multi-shot video requires structured cross-shot memory. Subject appearance, scene context, and speaker identity must persist across cuts. Existing approaches either train end-to-end over fixed-length sequences and cannot scale, generate shot-by-shot with memory banks that grow