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Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production ...
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Content4All Open Research Sign Language Translation Datasets ...
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Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ...
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Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks ...
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Content4All Open Research Sign Language Translation Datasets ...
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Abstract:
Computational sign language research lacks the large-scale datasets that enables the creation of useful reallife applications. To date, most research has been limited to prototype systems on small domains of discourse, e.g. weather forecasts. To address this issue and to push the field forward, we release six datasets comprised of 190 hours of footage on the larger domain of news. From this, 20 hours of footage have been annotated by Deaf experts and interpreters and is made publicly available for research purposes. In this paper, we share the dataset collection process and tools developed to enable the alignment of sign language video and subtitles, as well as baseline translation results to underpin future research. ...
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Keyword:
Computation and Language cs.CL; Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2105.02351 https://dx.doi.org/10.48550/arxiv.2105.02351
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Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives ...
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Looking for the Signs: Identifying Isolated Sign Instances in Continuous Video Footage ...
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Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ...
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AnonySIGN: Novel Human Appearance Synthesis for Sign Language Video Anonymisation ...
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Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production ...
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A Phonology-based Approach for Isolated Sign Production Assessment in Sign Language
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In: http://infoscience.epfl.ch/record/285034 (2021)
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Progressive Transformers for End-to-End Sign Language Production ...
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Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video ...
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Adversarial Training for Multi-Channel Sign Language Production ...
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Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation ...
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Multi-channel Transformers for Multi-articulatory Sign Language Translation ...
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Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation
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Adversarial Training for Multi-Channel Sign Language Production
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Multi-channel Transformers for Multi-articulatory Sign Language Translation
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