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Research questionHow can omni-modal models generate speech and temporally coordinated 3D facial animation?Semantic reasoning in language models produces relatively discrete representations, while facial animation requires dense, temporally precise motion coordinated with speech. Bridging these different granularities is difficult when the model must generate both modalities together.
AI
Audio & Speech
Audio & Speech Processing
Computer Vision
Image & Video Processing
Multimodal Models
Video Generation
Latest papersRecent research connected to this question, newest first.Ex-Omni: Enabling 3D Facial Animation Generation for Omni-modal Large Language ModelsThe source studies Ex-Omni, which extends omni-modal language models to generate text, speech, and blendshape-based 3D facial animation. It reports experiments on speech QA, synchronization, and human preference, including comparisons with an Audio2Face-3D teacher cascade, but does not establish broader deployment performance.research paper · Sep 3, 2026
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