Huijie Yao

2 accepted papers

2024

Semi-Supervised Spoken Language Glossification

Huijie Yao, Wengang Zhou, Hao Zhou, Houqiang Li

ACL 2024long

Spoken language glossification (SLG) aims to translate the spoken language text into the sign language gloss, i.e., a written record of sign language. In this work, we present a framework named Semi-Supervised Spoken Language Glossification (S3LG) for SLG. To tackle the bottleneck of limited paralle…

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2023

Sign Language Translation with Iterative Prototype

Huijie Yao, Wengang Zhou, Hao Feng, Hezhen Hu, Hao Zhou, Houqiang Li

ICCV 2023poster

This paper presents IP-SLT, a simple yet effective framework for sign language translation (SLT). Our IP-SLT adopts a recurrent structure and enhances the semantic representation (prototype) of the input sign language video via an iterative refinement manner. Our idea mimics the behavior of human re…

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