Performance comparison of gloss-free translation methods on the How2Sign dataset.

<p>Performance comparison of gloss-free translation methods on the How2Sign dataset.</p>

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Príomhchruthaitheoir:	Safaeid Hossain Arib (20727068) (author)
Rannpháirtithe:	Rabeya Akter (20267475) (author), Sejuti Rahman (13571269) (author), Shafin Rahman (795438) (author)
Foilsithe / Cruthaithe:	2025
Ábhair:	Neuroscience Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified tracking physical actions relevant video frames hearing individuals worldwide enhancing translation accuracy alongside expressive actions achieves competitive performance 0 datasets experimentally different sign languages sign language translation sign language actions research relies solely body parts involved sign language expressions including facial expressions uses hand gestures div >< p used keypoint features sign language facial expressions rgb features hand movements eyebrow gestures body postures body movements used transformers temporal dependencies stgcn architecture slt research skeleton graphs primary means mouth movements limiting due level details head movements following link eye movements convey meaning capturing broader bornildb v1 arm orientation
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