A mixed-condition training recipe, combining text, audio, and pose signals, lets a single diffusion transformer animate photos into realistic talking or singing videos at unprecedented data scale.
Pixart-delta: Fast and controllable image generation with latent consistency models, 2024
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OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
A mixed-condition training recipe, combining text, audio, and pose signals, lets a single diffusion transformer animate photos into realistic talking or singing videos at unprecedented data scale.