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Hand in hand: automatic sign Language to English translation

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In this paper, we describe the first data-driven automatic sign-language-to- speech translation system. While both sign language (SL) recognition and translation techniques exist, both use an intermediate notation system
not directly intelligible for untrained users. We combine a SL recognizing framework with a state-of-the-art phrase-based machine translation (MT) system, using corpora of both American Sign Language and Irish Sign Language
data. In a set of experiments we show the overall results and also illustrate the importance of including a
vision-based knowledge source in the development of a complete SL translation system.

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Related: http://doras.dcu.ie/15224/1/SteinEtAl_tmi_07.pdf
Suggested citation:

. () Hand in hand: automatic sign Language to English translation [Online]. Available from: http://publichealthwell.ie/node/624092 [Accessed: 15th October 2019].

  

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