The Impact of VAE Design on Latent Pose Representations for Diffusion-based Sign Language Production

Guilhem Fauré, Mostafa Sadeghi, Sam Bigeard +1

Latent diffusion approaches to sign language production (SLP) rely on an initial stage that learns an encoding of sign pose sequences, enabling generative modeling in the resulting…