手语产生研究综述
Sign Language Production: A Review
摘要:
手语是聋人和听力受损社区使用的主要但非主要的交流语言形式。为了让听障人士和听力正常人士之间能够轻松地相互交流,建立一个能够将口语翻译成手语的强大系统是至关重要的。为此,手语识别和生产是两个必要的部分,使这样一个双向系统。手语识别和制作需要应对一些关键挑战。在本调查中,我们回顾了使用深度学习的手语制作(SLP)和相关领域的最新进展。本文旨在简要总结SLP的最新研究成果,讨论其优势、局限性和未来的研究方向。
英文摘要:
Sign Language is the dominant yet non-primary form of communication language used in the deaf and hearing-impaired community. To make an easy and mutual communication between the hearing-impaired and the hearing communities, building a robust system capable of translating the spoken language into sign language and vice versa is fundamental. To this end, sign language recognition and production are two necessary parts for making such a two-way system. Sign language recognition and production need to cope with some critical challenges. In this survey, we review recent advances in Sign Language Production (SLP) and related areas using deep learning. This survey aims to briefly summarize recent achievements in SLP, discussing their advantages, limitations, and future directions of research.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。