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cs.CV2026
BackTranslation2.0 -- A Linguistically Motivated Metric to Assess Sign Language Production
Oliver Cory, Maksym Ivashechkin, Karahan Sahin +6
Sign Languages (SLs) are the primary means of communication for millions of deaf individuals, yet existing evaluation metrics for generated SL remain simplistic and poorly aligned…
cs.CV2024
The NGT200 Dataset: Geometric Multi-View Isolated Sign Recognition
Oline Ranum, David R. Wessels, Gomer Otterspeer +3
Sign Language Processing (SLP) provides a foundation for a more inclusive future in language technology; however, the field faces several significant challenges that must be addres…
cs.CV2024
3D-LEX v1.0: 3D Lexicons for American Sign Language and Sign Language of the Netherlands
Oline Ranum, Gomer Otterspeer, Jari I. Andersen +2
In this work, we present an efficient approach for capturing sign language in 3D, introduce the 3D-LEX v1.0 dataset, and detail a method for semi-automatic annotation of phonetic p…