Figure: SignVerse-2M reorganizes large-scale public sign language videos into a unified DWPose-native interface that is directly compatible with modern pose-driven generation pipelines.

2 Million

pose-native clips

25+

sign languages

open-world

source videos

24 FPS

DWPose extraction