2 citations · 4 across the 7 of their papers we have counts for
4 papers · 1 filter
SIGNET: Motion-Level Knowledge Transfer for Cross-Language Sign Language Translation
Sobhan Asasi, Ozge Mercanoglu Sincan, Richard Bowden
Sign language translation (SLT) remains challenging due to its high spatio-temporal complexity, long sequences, and the need to model multiple articulators without relying on gloss…
SignAgent: Agentic LLMs for Linguistically-Grounded Sign Language Annotation and Dataset Curation
Oliver Cory, Ozge Mercanoglu Sincan, Richard Bowden
This paper introduces SignAgent, a novel agentic framework that utilises Large Language Models (LLMs) for scalable, linguistically-grounded Sign Language (SL) annotation and datase…
SignSparK: Efficient Multilingual Sign Language Production via Sparse Keyframe Learning
Jianhe Low, Alexandre Symeonidis-Herzig, Maksym Ivashechkin +2
Sign Language Production (SLP) faces a fundamental trade-off: direct text-to-pose models suffer from regression-to-the-mean effects, while dictionary-retrieval methods produce disj…
Gloss-Free Sign Language Translation: An Unbiased Evaluation of Progress in the Field
Ozge Mercanoglu Sincan, Jian He Low, Sobhan Asasi +1
Sign Language Translation (SLT) aims to automatically convert visual sign language videos into spoken language text and vice versa. While recent years have seen rapid progress, the…