2 papers
cs.CL2026
Towards Compact Sign Language Translation: Frame Rate and Model Size Trade-offs
Kuanwei Chen, Mengfeng Tsai
Sign Language Translation (SLT) converts sign language videos into spoken-language text, bridging communication between Deaf and hearing communities. Current gloss-free approaches…
cs.CV2026
SignDATA: Data Pipeline for Sign Language Translation
Kuanwei Chen, Tingyi Lin
Sign-language datasets are difficult to preprocess consistently because they vary in annotation schema, clip timing, signer framing, and privacy constraints. Existing work usually…