Morpho-Syntax Based Statistical Methods for Automatic Sign Language Translation.

作者: Jan Bungeroth , Hermann Ney , Daniel Stein

DOI:

关键词: LinguisticsExample-based machine translationMachine translation software usabilityLanguage identificationNatural language processingSign languageRule-based machine translationComputer scienceArtificial intelligenceMachine translationGermanGerman Sign Language

摘要: We present a novel approach for the automatic translation of written text into sign language. A new corpus focussing on weather report domain language pair German and Sign Language is introduced. apply phrase-based statistical machine translation, enhanced by preand post-processing steps based morpho-syntactical analysis German. Detailed results are given manual evaluation.

参考文章(17)
Patricia Siple, Understanding language through sign language research Academic Press. ,(1978)
Elizabeth Baird, Robbin Battison, Lexical Borrowing in American Sign Language ,(1978)
Britta Bauer, Kraiss Karl-Friedrich, Towards an Automatic Sign Language Recognition System Using Subunits GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction. pp. 64- 75 ,(2001) , 10.1007/3-540-47873-6_7
William C. Stokoe, Carl G. Croneberg, Dorothy C. Casterline, A dictionary of American sign language on linguistic principles Gallaudet College Press. ,(1965)
Ursula Bellugi, Edward S. Klima, The signs of language ,(1979)
R. Elliott, J. R. W. Glauert, J. R. Kennaway, I. Marshall, The development of language processing support for the ViSiCAST project Proceedings of the fourth international ACM conference on Assistive technologies - Assets '00. pp. 101- 108 ,(2000) , 10.1145/354324.354349
Matt Huenerfauth, A multi-path architecture for machine translation of English text into American Sign Language animation Proceedings of the Student Research Workshop at HLT-NAACL 2004 on XX - HLT-NAACL '04. pp. 25- 30 ,(2004) , 10.3115/1614038.1614043
David P. Corina, Ursula Bellugi, Judy Reilly, Neuropsychological Studies of Linguistic and Affective Facial Expressions in Deaf Signers Language and Speech. ,vol. 42, pp. 307- 331 ,(1999) , 10.1177/00238309990420020801