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A Data-Driven Representation for Sign Language Production
April 18, 2024, 4:47 a.m. | Harry Walsh, Abolfazl Ravanshad, Mariam Rahmani, Richard Bowden
cs.CL updates on arXiv.org arxiv.org
Abstract: Phonetic representations are used when recording spoken languages, but no equivalent exists for recording signed languages. As a result, linguists have proposed several annotation systems that operate on the gloss or sub-unit level; however, these resources are notably irregular and scarce.
Sign Language Production (SLP) aims to automatically translate spoken language sentences into continuous sequences of sign language. However, current state-of-the-art approaches rely on scarce linguistic resources to work. This has limited progress in the …
abstract annotation arxiv cs.ai cs.cl data data-driven however language languages production recording representation resources spoken systems type
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