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SignBind-LLM: Multi-Stage Modality Fusion for Sign Language Translation

Thomas, Marshall et al.
arXiv (OAI Expanded) · Papers
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computation-and-languagecomputer-vision-and-pattern-recognition
Current sign language translation (SLT) systems attempt to learn all aspects of signing---manual gestures, high-speed fingerspelling, and asynchronous non-manual facial cues---within a single end-to-end network. Learning multiple tasks without detailed supervision leads to poor recognition of finger
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