Výsledky vyhledávání - "Walsh, Harry"

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Sign Stitching: A Novel Approach to Sign Language Production

Autor: Walsh, Harry, Saunders, Ben, Bowden, Richard

Sign Language Production (SLP) is a challenging task, given the limited resources available and the inherent diversity within sign data. As a result, previous works have suffered from the problem of regression to the mean, leading to under-articulate

Externí odkaz: http://arxiv.org/abs/2405.07663

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Select and Reorder: A Novel Approach for Neural Sign Language Production

Autor: Walsh, Harry, Saunders, Ben, Bowden, Richard

Sign languages, often categorised as low-resource languages, face significant challenges in achieving accurate translation due to the scarcity of parallel annotated datasets. This paper introduces Select and Reorder (S&R), a novel approach that addre

Externí odkaz: http://arxiv.org/abs/2404.11532

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A Data-Driven Representation for Sign Language Production

Autor: Walsh, Harry, Ravanshad, Abolfazl, Rahmani, Mariam, Bowden, Richard

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 re

Externí odkaz: http://arxiv.org/abs/2404.11499

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Gloss Alignment Using Word Embeddings

Autor: Walsh, Harry, Sincan, Ozge Mercanoglu, Saunders, Ben, Bowden, Richard

Capturing and annotating Sign language datasets is a time consuming and costly process. Current datasets are orders of magnitude too small to successfully train unconstrained \acf{slt} models. As a result, research has turned to TV broadcast content

Externí odkaz: http://arxiv.org/abs/2308.04248

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Changing the Representation: Examining Language Representation for Neural Sign Language Production

Autor: Walsh, Harry, Saunders, Ben, Bowden, Richard

Neural Sign Language Production (SLP) aims to automatically translate from spoken language sentences to sign language videos. Historically the SLP task has been broken into two steps; Firstly, translating from a spoken language sentence to a gloss se

Externí odkaz: http://arxiv.org/abs/2210.06312

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