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Sign Language Production: A Review [PDF]
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,
Razieh Rastgoo+3 more
arxiv +3 more sources
Adversarial Training for Multi-Channel Sign Language Production [PDF]
Sign Languages are rich multi-channel languages, requiring articulation of both manual (hands) and non-manual (face and body) features in a precise, intricate manner. Sign Language Production (SLP), the automatic translation from spoken to sign languages, must embody this full sign morphology to be truly understandable by the Deaf community.
Ben Saunders+2 more
arxiv +2 more sources
Morphology in a Parallel, Distributed, Interactive Architecture of Language Production [PDF]
How do speakers produce novel words? This programmatic paper synthesizes research in linguistics and neuroscience to argue for a parallel distributed architecture of the language system, in which distributed semantic representations activate competing ...
Vsevolod Kapatsinski
doaj +2 more sources
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production [PDF]
Sign languages are visual languages, with vocabularies as rich as their spoken language counterparts. However, current deep-learning based Sign Language Production (SLP) models produce under-articulated skeleton pose sequences from constrained ...
Ben Saunders, N. C. Camgoz, R. Bowden
semanticscholar +1 more source
Changing the Representation: Examining Language Representation for Neural Sign Language Production [PDF]
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 ...
Harry Walsh, Ben Saunders, R. Bowden
semanticscholar +1 more source
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks [PDF]
Sign languages are multi-channel visual languages, where signers use a continuous 3D space to communicate. Sign language production (SLP), the automatic translation from spoken to sign languages, must embody both the continuous articulation and full ...
Ben Saunders, N. C. Camgoz, R. Bowden
semanticscholar +1 more source
Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives [PDF]
It is common practice to represent spoken languages at their phonetic level. However, for sign languages, this implies breaking motion into its constituent motion primitives.
Ben Saunders, N. C. Camgoz, R. Bowden
semanticscholar +1 more source
Words that can be easily placed in contexts are more easily processed, yet norms for context availability are limited. Here, participants rated 3,000 words for context availability and sentence availability, a new metric predicted to capture information ...
Ellen Taylor, Kate Nation, Yaling Hsiao
doaj +1 more source
AI-based natural language production systems are currently able to produce unique text with minimal human intervention. Because such systems are improving at a very fast pace, teachers who expect students to produce their own writing—engaging in the ...
Chris M. Anson, Ingerid S. Straume
semanticscholar +1 more source
What are we Speaking of? A New Perspective on the Post-verbal Field in Hungarian
Hungarian displays a characteristic syntax, that within the generative approach was called non-configurational. For this reason its description is at least unusual, and it cannot be taught with the same formal concepts used for most of the other European
Driussi Paolo
doaj +1 more source