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Recent approaches to Sign Language Production (SLP) have adopted spoken language Neural Machine Translation (NMT) architectures, applied without sign-specific modifications.
Sign Language Structure
William C Stokoe · 1980
Earlier work this paper cites.
Neural Networks for Sign Language Translation
Beth J Wilson and Gretel Anspach · 1993
Earlier work this paper cites.
A Sign Language Recognition System using Hidden Markov Model and Context Sensitive Search
Rung-Huei Liang and Ming Ouhyoung · 1996
Earlier work this paper cites.
Isolated Sign Language Recognition using Hidden Markov Models
Kirsti Grobel and Marcell Assan · 1997
Earlier work this paper cites.
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Rachel Sutton-Spence and Bencie Woll · 1999
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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MF Tolba, Ahmed Samir, and Magdy Abul-Ela · 2012
Earlier work this paper cites.
Modern graph theory
Béla Bollobás · 2013
Earlier work this paper cites.
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Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun · 2014
Earlier work this paper cites.
Adam: A Method for Stochastic Optimization
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Minh-Thang Luong, Hieu Pham, and Christopher D Manning · 2015
Earlier work this paper cites.
Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton · 2016
Earlier work this paper cites.
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Chinese Sign Language Recognition with Adaptive HMM
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Earlier work this paper cites.
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Earlier work this paper cites.
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
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Earlier work this paper cites.
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Statistical Machine Translation for Greek to Greek Sign Language Using Parallel Corpora Produced via Rule-Based Machine Translation
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Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, and Hyunwoo J Kim · 2019
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Machine Translation from Spoken Language to Sign Language using Pre-trained Language Model as Encoder
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Content4All Open Research Sign Language Translation Datasets
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