Text2Sign: A Single-GPU Diffusion Baseline for Text-to-Sign Language Video Generation

Ruize Xia

Sign language is a primary communication channel for millions of Deaf and hard-of-hearing people, yet text-to-signer video generation remains costly because video diffusion models…