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Sign Language Translation

3 papers with code · Computer Vision

Given a video containing sign language, the task is to predict the translation into (written) spoken language.

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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.

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 RECOGNITION SIGN LANGUAGE TRANSLATION

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