“Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models” by Alexanderson, Nagy, Beskow and Henter
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Title:
- Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models
Session/Category Title: Character Animation: Knowing What To Do With Your Hands
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Abstract:
We present diffusion models for audio-driven synthesis of high-quality 3D motion, with dancing and co-speech gesticulation as example applications. Our architecture uses Conformers and translation-invariant self attention. Optional style control is provided through classifier-free guidance. We also demonstrate results on path-driven locomotion and a novel formulation of diffusion-model ensembles.
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