AI RESEARCH
SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 25+ Sign Languages
arXiv CS.CL
•
ArXi:2605.01720v1 Announce Type: cross Existing large-scale sign language resources typically provide supervision only at the level of raw video-text alignment and are often produced in laboratory settings. While such resources are important for semantic understanding, they do not directly provide a unified interface for open-world recognition and translation, or for modern pose-driven sign language video generation frameworks: 1.