Sign Language Translation
Given a video containing sign language, the task is to predict the translation into (written) spoken language.
Leaderboards
| TREND | DATASET | BEST METHOD | PAPER TITLE | PAPER | CODE | COMPARE |
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Greatest papers with code
Neural Sign Language Translation
CVPR 2018
• neccam/nslt
• 
SLR seeks to recognize a sequence of continuous signs but neglects the underlying rich grammatical and linguistic structures of sign language that differ from spoken language.
#2 best model for
Sign Language Translation
on RWTH-PHOENIX-Weather 2014 T
GESTURE RECOGNITION LANGUAGE MODELLING MACHINE TRANSLATION SIGN LANGUAGE RECOGNITION SIGN LANGUAGE TRANSLATION TOKENIZATION
Sign Language Translation with Transformers
arXiv preprint 2020
• kayoyin/transformer-slt
• 
Our methodology improves on the current state-of-the-art by over 5 and 7 points respectively in BLEU-4 score on ground truth glosses and by using an STMC network to predict glosses of the RWTH-PHOENIX-Weather 2014T dataset.
Sign Language Translation with Transformers
arXiv preprint 2020
• kayoyin/transformer-slt
•
Our methodology improves on the current state-of-the-art by over 5 and 7 points respectively in BLEU-4 score on ground truth glosses and by using an STMC network to predict glosses of the RWTH-PHOENIX-Weather 2014T dataset.
MACHINE TRANSLATION SIGN LANGUAGE RECOGNITION SIGN LANGUAGE TRANSLATION TOKENIZATION TRANSFER LEARNING