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This presentation explores MultiTalk, an advanced system for audio-driven multi-person conversational video generation. It highlights innovative features such as L-RoPE for precise audio matching and progressive training strategies, examines methodologies like cross-attention audio embedding, and addresses challenges in autoregressive long-video generation. An analysis of experimental results using metrics like FID and Sync-C establishes its superiority. The session also discusses ethical...