A pseudo-annotation pipeline combines fingerspelling and isolated sign recognizers with K-Shot LLM estimation to produce ranked time-aligned gloss annotations from signed video and English input.
SignCLIP: Contrastive language-image pre- training for zero-shot sign language recognition
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Bootstrapping Sign Language Annotations with Sign Language Models
A pseudo-annotation pipeline combines fingerspelling and isolated sign recognizers with K-Shot LLM estimation to produce ranked time-aligned gloss annotations from signed video and English input.