3 papers
cs.CL2026
Evaluation of Pose Estimation Systems for Sign Language Translation
Catherine O'Brien, Gerard Sant, Mathias Müller +1
Many sign language translation (SLT) systems operate on pose sequences instead of raw video to reduce input dimensionality, improve portability, and partially anonymize signers. Th…
cs.CL2025
MultimodalHugs: Enabling Sign Language Processing in Hugging Face
Gerard Sant, Zifan Jiang, Carlos Escolano +4
In recent years, sign language processing (SLP) has gained importance in the general field of Natural Language Processing. However, compared to research on spoken languages, SLP re…
cs.CV2024
Pose-Based Sign Language Appearance Transfer
Amit Moryossef, Gerard Sant, Zifan Jiang
We introduce a method for transferring the signer's appearance in sign language skeletal poses while preserving the sign content. Using estimated poses, we transfer the appearance…