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Automatic Sign Language Translation requires the integration of both computer vision and natural language processing to effectively bridge the communication gap between sign and spoken languages.
The Hands Are The Head of The Mouth. The Mouth as Articulator in Sign Languages
P Boyes Braem and RL Sutton-Spence · 2001
Earlier work this paper cites.
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Rouge: A package for automatic evaluation of summaries
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Earlier work this paper cites.
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber · 2006
Earlier work this paper cites.
Ucf101: A dataset of 101 human actions classes from videos in the wild
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Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers
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Earlier work this paper cites.
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Earlier work this paper cites.
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Ilya Loshchilov and Frank Hutter · 2016
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Runpeng Cui, Hu Liu, and Changshui Zhang · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
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Earlier work this paper cites.
Ms-asl: A large-scale data set and benchmark for understanding american sign language
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Earlier work this paper cites.
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Alec Radford, Karthik Narasimhan, Tim Salimans, Ilya Sutskever, et al · 2018
Earlier work this paper cites.
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Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun, and Manohar Paluri · 2018
Earlier work this paper cites.
Spatial temporal graph convolutional networks for skeleton-based action recognition
Sijie Yan, Yuanjun Xiong, and Dahua Lin · 2018
Earlier work this paper cites.
Bsl-1k: Scaling up co-articulated sign language recognition using mouthing cues
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Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2022
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Open-domain sign language translation learned from online video
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Is context all you need? scaling neural sign language translation to large domains of discourse
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Youtube-asl: A large-scale, open-domain american sign language-english parallel corpus
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Gloss attention for gloss-free sign language translation
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Gloss-free sign language translation: Improving from visual-language pretraining
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Natural language-assisted sign language recognition
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