pseudo-glosses

This paper proposes a gloss-free representation learning approach for cross-dataset sign spotting, using weakly aligned broadcast transcripts in Turkish Sign Language. It shows that LLM-assisted pseudo-gloss normalization improves temporal localization and downstream translation quality.