2 papers
cs.CL2025
Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model
Sihan Tan, Taro Miyazaki, Kazuhiro Nakadai
Sign Language Translation (SLT) aims to convert sign language (SL) videos into spoken language text, thereby bridging the communication gap between the sign and the spoken communit…
cs.CL2024
Improvement in Sign Language Translation Using Text CTC Alignment
Sihan Tan, Taro Miyazaki, Nabeela Khan +1
Current sign language translation (SLT) approaches often rely on gloss-based supervision with Connectionist Temporal Classification (CTC), limiting their ability to handle non-mono…