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

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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Bibliographic Details
Main Author: Safaeid Hossain Arib (20727068) (author)
Other Authors: Rabeya Akter (20267475) (author), Sejuti Rahman (13571269) (author), Shafin Rahman (795438) (author)
Published: 2025
Subjects:
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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