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Erschienen in: Universal Access in the Information Society 4/2008

01.02.2008 | Long Paper

A knowledge-based sign synthesis architecture

verfasst von: Stavroula-Evita Fotinea, Eleni Efthimiou, George Caridakis, Kostas Karpouzis

Erschienen in: Universal Access in the Information Society | Ausgabe 4/2008

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Abstract

This paper presents the modules that comprise a knowledge-based sign synthesis architecture for Greek sign language (GSL). Such systems combine natural language (NL) knowledge, machine translation (MT) techniques and avatar technology in order to allow for dynamic generation of sign utterances. The NL knowledge of the system consists of a sign lexicon and a set of GSL structure rules, and is exploited in the context of typical natural language processing (NLP) procedures, which involve syntactic parsing of linguistic input as well as structure and lexicon mapping according to standard MT practices. The coding on linguistic strings which are relevant to GSL provide instructions for the motion of a virtual signer that performs the corresponding signing sequences. Dynamic synthesis of GSL linguistic units is achieved by mapping written Greek structures to GSL, based on a computational grammar of GSL and a lexicon that contains lemmas coded as features of GSL phonology. This approach allows for robust conversion of written Greek to GSL, which is an essential prerequisite for access to e-content by the community of native GSL signers. The developed system is sublanguage oriented and performs satisfactorily as regards its linguistic coverage, allowing for easy extensibility to other language domains. However, its overall performance is subject to current well known MT limitations.

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Literatur
2.
Zurück zum Zitat Boutsis S., Prokopidis P., Giouli V., Piperidis S.: A robust parser for unrestricted Greek text. In: Proceedings of the 2nd International Conference on Language Resources and Evaluation, LREC 2000, Athens, pp. 467–473 (2000) Boutsis S., Prokopidis P., Giouli V., Piperidis S.: A robust parser for unrestricted Greek text. In: Proceedings of the 2nd International Conference on Language Resources and Evaluation, LREC 2000, Athens, pp. 467–473 (2000)
3.
Zurück zum Zitat Carpenter B.: The Logic of Typed Feature Structures. Cambridge University Press, London (1992)MATH Carpenter B.: The Logic of Typed Feature Structures. Cambridge University Press, London (1992)MATH
4.
Zurück zum Zitat Chen, Y., Gao, W., Fang, G., Wang, Z., Yang, C., Jiang, D.: Text to Avatar in Multi-modal Human Computer Interface. In: Proceedings of Asia-Pacific CHI (APCHI2002) (2002) Chen, Y., Gao, W., Fang, G., Wang, Z., Yang, C., Jiang, D.: Text to Avatar in Multi-modal Human Computer Interface. In: Proceedings of Asia-Pacific CHI (APCHI2002) (2002)
5.
Zurück zum Zitat De Rosis, F., Pelachaud, C., Poggi, I., Carofiglio, V., De Carolis, B.: From Greta’s mind to her face: modelling the dynamics of affective states in a conversational embodied agent. Int. J. Hum. Comput. Stud. 59 (1–2), 81–118 (2003)CrossRef De Rosis, F., Pelachaud, C., Poggi, I., Carofiglio, V., De Carolis, B.: From Greta’s mind to her face: modelling the dynamics of affective states in a conversational embodied agent. Int. J. Hum. Comput. Stud. 59 (1–2), 81–118 (2003)CrossRef
6.
Zurück zum Zitat Efthimiou, E.: Processing cumulative morphology information in GSL: the case of pronominal reference in a three-dimensional morphological system. In honor of G. Babiniotis, National and Kapodestrian University of Athens (2006, in press) Efthimiou, E.: Processing cumulative morphology information in GSL: the case of pronominal reference in a three-dimensional morphological system. In honor of G. Babiniotis, National and Kapodestrian University of Athens (2006, in press)
7.
Zurück zum Zitat Efthimiou, E., Fotinea, S.-E., Sapountzaki, G.: Processing linguistic data for GSL structure representation. In: Proceedings of the Workshop on the Representation and Processing of Sign Languages: Lexicographic matters and didactic scenarios, Satellite Workshop to LREC-2006, Genoa, pp.49–54 (2006) Efthimiou, E., Fotinea, S.-E., Sapountzaki, G.: Processing linguistic data for GSL structure representation. In: Proceedings of the Workshop on the Representation and Processing of Sign Languages: Lexicographic matters and didactic scenarios, Satellite Workshop to LREC-2006, Genoa, pp.49–54 (2006)
8.
Zurück zum Zitat Efthimiou E., Sapountzaki G., Karpouzis K., Fotinea S.-E.: Developing an e-learning platform for the Greek sign language. In: Miesenberger K., Klaus J., Zagler W., Burger D. (eds) Lecture Notes in Computer Science, vol. 3118, 1107–1113. Springer, Heidelberg (2004) Efthimiou E., Sapountzaki G., Karpouzis K., Fotinea S.-E.: Developing an e-learning platform for the Greek sign language. In: Miesenberger K., Klaus J., Zagler W., Burger D. (eds) Lecture Notes in Computer Science, vol. 3118, 1107–1113. Springer, Heidelberg (2004)
9.
Zurück zum Zitat Efthimiou, E., Vacalopoulou, A., Fotinea, S.-Ε., Steinhauer, G.: Multipurpose design and creation of GSL dictionaries. In: Proceedings of the Workshop on the Representation and Processing of Sign Languages “From SignWriting to Image Processing. Information techniques and their implications for teaching, documentation and communication”, Satellite Workshop to LREC-2004 Conference, Lisbon, pp. 51–58 (2004) Efthimiou, E., Vacalopoulou, A., Fotinea, S.-Ε., Steinhauer, G.: Multipurpose design and creation of GSL dictionaries. In: Proceedings of the Workshop on the Representation and Processing of Sign Languages “From SignWriting to Image Processing. Information techniques and their implications for teaching, documentation and communication”, Satellite Workshop to LREC-2004 Conference, Lisbon, pp. 51–58 (2004)
10.
Zurück zum Zitat Efthimiou, E., Katsoyannou, M.: Research issues on GSL: a study of vocabulary and lexicon creation (in Greek). In: Studies in Greek Linguistics, Computational Linguistics, vol. 2, pp. 42–50, Aristotle University of Thessaloniki, Thessaloniki (2001) Efthimiou, E., Katsoyannou, M.: Research issues on GSL: a study of vocabulary and lexicon creation (in Greek). In: Studies in Greek Linguistics, Computational Linguistics, vol. 2, pp. 42–50, Aristotle University of Thessaloniki, Thessaloniki (2001)
11.
Zurück zum Zitat Elliott, R., Glauert, J.R.W., Kennaway, J.R.: A framework for non-manual gestures in a synthetic signing system. In: Keates, S., Clarkson, P.J., Langdon, P., Robinson, P. (eds) Designing a More Inclusive World, pp. 127–136, Springer (2004) Elliott, R., Glauert, J.R.W., Kennaway, J.R.: A framework for non-manual gestures in a synthetic signing system. In: Keates, S., Clarkson, P.J., Langdon, P., Robinson, P. (eds) Designing a More Inclusive World, pp. 127–136, Springer (2004)
12.
Zurück zum Zitat Elliott, R., Glauert, J.R.W., Kennaway, J.R., Marshall, I.: Development of language processing support for the ViSiCAST project. In: Proceedings ASSETS 2000, 4th International ACM SIGCAPH Conference on Assistive Technologies, Washington DC (2000) Elliott, R., Glauert, J.R.W., Kennaway, J.R., Marshall, I.: Development of language processing support for the ViSiCAST project. In: Proceedings ASSETS 2000, 4th International ACM SIGCAPH Conference on Assistive Technologies, Washington DC (2000)
13.
Zurück zum Zitat Fotinea, S.-E., Efthimiou, E., Karpouzis, K., Caridakis, G.: Dynamic GSL synthesis to support access to e-content. In: Proceedings of the 3rd International Conference on Universal Access in Human-Computer Interaction (UAHCI 2005), Las Vegas, Nevada, USA (2005) Fotinea, S.-E., Efthimiou, E., Karpouzis, K., Caridakis, G.: Dynamic GSL synthesis to support access to e-content. In: Proceedings of the 3rd International Conference on Universal Access in Human-Computer Interaction (UAHCI 2005), Las Vegas, Nevada, USA (2005)
14.
Zurück zum Zitat Fotinea, S.-E., Efthimiou, E., Kouremenos, D.: Generating linguistic content for Greek to GSL conversion. In: Proceedings of the HERCMA-2005 Conference (The 7th Hellenic European Conference on Computer Mathematics and its Applications), Athens (2005) Fotinea, S.-E., Efthimiou, E., Kouremenos, D.: Generating linguistic content for Greek to GSL conversion. In: Proceedings of the HERCMA-2005 Conference (The 7th Hellenic European Conference on Computer Mathematics and its Applications), Athens (2005)
15.
Zurück zum Zitat Fischer, S.D., Gough, B.: Verbs in American sign language. Sign Lang Stud 18, 17–48 (1978) Fischer, S.D., Gough, B.: Verbs in American sign language. Sign Lang Stud 18, 17–48 (1978)
16.
Zurück zum Zitat Foulds, R.: Biomechanical and perceptual constraints on the bandwidth requirements of sign language. IEEE Trans Neural Syst Rehab Eng 12, 65–72 (2004)CrossRef Foulds, R.: Biomechanical and perceptual constraints on the bandwidth requirements of sign language. IEEE Trans Neural Syst Rehab Eng 12, 65–72 (2004)CrossRef
17.
Zurück zum Zitat Huang, Z., Eliens, A., Visser, C.: STEP: A scripting language for embodied agents. In: Proceedings of the Workshop on Lifelike Animated Agents (2002) Huang, Z., Eliens, A., Visser, C.: STEP: A scripting language for embodied agents. In: Proceedings of the Workshop on Lifelike Animated Agents (2002)
20.
Zurück zum Zitat Hanke, T.: HamNoSys in a sign language generation context. In: Schulmeister, R., Reinitzer, H. (eds) Progress in sign language research. In honor of Siegmund Prillwitz / Fortschritte in der Gebärdensprachforschung. Festschrift für Siegmund Prillwitz. (International Studies on Sign Language and Communication of the Deaf; 40) Hamburg, 249–264 (2002) Hanke, T.: HamNoSys in a sign language generation context. In: Schulmeister, R., Reinitzer, H. (eds) Progress in sign language research. In honor of Siegmund Prillwitz / Fortschritte in der Gebärdensprachforschung. Festschrift für Siegmund Prillwitz. (International Studies on Sign Language and Communication of the Deaf; 40) Hamburg, 249–264 (2002)
21.
Zurück zum Zitat Karpouzis, K., Caridakis, G., Fotinea, S.-E., Efthimiou, E.: Educational resources and implementation of a Greek sign language synthesis architecture. In: Computers & Education, Web3D technologies in learning, education and training, vol. 49(1), pp. 54–74, Elsevier, Amsterdam (2007) Karpouzis, K., Caridakis, G., Fotinea, S.-E., Efthimiou, E.: Educational resources and implementation of a Greek sign language synthesis architecture. In: Computers & Education, Web3D technologies in learning, education and training, vol. 49(1), pp. 54–74, Elsevier, Amsterdam (2007)
22.
Zurück zum Zitat Karpouzis, K., Raouzaiou, A., Drosopoulos, A., Ioannou, S., Balomenos, T., Tsapatsoulis, N., Kollias, S.: Facial expression and gesture analysis for emotionally-rich man-machine interaction. In: Sarris, N., Strintzis, M. (eds) 3D Modeling and Animation: Synthesis and Analysis Techniques, Idea Group, Toronto, pp. 175–200 (2004) Karpouzis, K., Raouzaiou, A., Drosopoulos, A., Ioannou, S., Balomenos, T., Tsapatsoulis, N., Kollias, S.: Facial expression and gesture analysis for emotionally-rich man-machine interaction. In: Sarris, N., Strintzis, M. (eds) 3D Modeling and Animation: Synthesis and Analysis Techniques, Idea Group, Toronto, pp. 175–200 (2004)
23.
Zurück zum Zitat Kennaway, R.: Experience with, and requirements for, a gesture description language for synthetic animation. In: Proceedings of the 5th International Workshop on Gesture and Sign Language based Human-Computer Interaction, Genova (2003) Kennaway, R.: Experience with, and requirements for, a gesture description language for synthetic animation. In: Proceedings of the 5th International Workshop on Gesture and Sign Language based Human-Computer Interaction, Genova (2003)
24.
Zurück zum Zitat Kennaway, R.: Synthetic animation of deaf signing gestures. In: Proceedings of the International Gesture Workshop, London (2001) Kennaway, R.: Synthetic animation of deaf signing gestures. In: Proceedings of the International Gesture Workshop, London (2001)
25.
Zurück zum Zitat Koskenniemi, K.: Finite-state parsing and disambiguation. In: Proceedings of the 13th International Conference on Computational Linguistics (ACL), Helsinki, pp. 229–232 (1990) Koskenniemi, K.: Finite-state parsing and disambiguation. In: Proceedings of the 13th International Conference on Computational Linguistics (ACL), Helsinki, pp. 229–232 (1990)
26.
Zurück zum Zitat Lengyel, E.: Mathematics for 3D Game Programming and Computer Graphics, 2nd edn. Charles River Media, Hingham Massachusetts (2003) Lengyel, E.: Mathematics for 3D Game Programming and Computer Graphics, 2nd edn. Charles River Media, Hingham Massachusetts (2003)
27.
Zurück zum Zitat Lenseigne, B., Dalle, P.: A computational model for sign language grammar. In: 2nd Language and Technology Conference: Human Language Technologies as a Challenge for Computer Sciences and Linguistics, Poland (2005) Lenseigne, B., Dalle, P.: A computational model for sign language grammar. In: 2nd Language and Technology Conference: Human Language Technologies as a Challenge for Computer Sciences and Linguistics, Poland (2005)
28.
Zurück zum Zitat Padden, C.: Interaction of Morphology and Syntax in American Sign Language. Garland, New York (1988) Padden, C.: Interaction of Morphology and Syntax in American Sign Language. Garland, New York (1988)
29.
Zurück zum Zitat Preda, M., Prêteux, F.: Critic review on MPEG-4 face and body animation. In: Proceedings IEEE International Conference on Image Processing (ICIP 2002), Rochester, pp. 505–508 (2002) Preda, M., Prêteux, F.: Critic review on MPEG-4 face and body animation. In: Proceedings IEEE International Conference on Image Processing (ICIP 2002), Rochester, pp. 505–508 (2002)
30.
Zurück zum Zitat Prillwitz, S., Leven, R., Zienert, H., Hanke, T., Henning, J.: HamNoSys. Version 2.0. Hamburg Notation System for Sign Language. An Introductory Guide. Broschur (ISBN 3-927731-01-3) Signum Verlag, Seedorf (1989) Prillwitz, S., Leven, R., Zienert, H., Hanke, T., Henning, J.: HamNoSys. Version 2.0. Hamburg Notation System for Sign Language. An Introductory Guide. Broschur (ISBN 3-927731-01-3) Signum Verlag, Seedorf (1989)
31.
Zurück zum Zitat Sapountzaki, G., Efthimiou, E., Fotinea, S.-E.: Digital technology in Greek sign language teaching in primary school curriculum (in Greek). In: Proceedings of Hellenic Conference on Digital Educational Material: Issues of creation, exploitation and evaluation, Volos, 6–7 April 2006 (in press) Sapountzaki, G., Efthimiou, E., Fotinea, S.-E.: Digital technology in Greek sign language teaching in primary school curriculum (in Greek). In: Proceedings of Hellenic Conference on Digital Educational Material: Issues of creation, exploitation and evaluation, Volos, 6–7 April 2006 (in press)
32.
Zurück zum Zitat Sapountzaki, G., Efthimiou, E., Fotinea, S.-E.: e-Education in the Greek Sign Language using an Internet based platform (in Greek). In: Proceedings of Workshop: e-Learning using ICT, Lamia, 26–28 May 2006 (in press) Sapountzaki, G., Efthimiou, E., Fotinea, S.-E.: e-Education in the Greek Sign Language using an Internet based platform (in Greek). In: Proceedings of Workshop: e-Learning using ICT, Lamia, 26–28 May 2006 (in press)
33.
Zurück zum Zitat Shieber, S.M.: Constraint-Based Grammar Formalisms. MIT Press, Cambridge (1992) Shieber, S.M.: Constraint-Based Grammar Formalisms. MIT Press, Cambridge (1992)
34.
Zurück zum Zitat Stephanidis, C.: Editorial. Int J Universal Access Inf Soc 1, 1–3 (2001) Stephanidis, C.: Editorial. Int J Universal Access Inf Soc 1, 1–3 (2001)
35.
Zurück zum Zitat Stephanidis, C., Savidis, A.: Universal access in the information society: methods, tools, and interaction technologies. Int J Universal Access Inf Soc 1, 40–55 (2001) Stephanidis, C., Savidis, A.: Universal access in the information society: methods, tools, and interaction technologies. Int J Universal Access Inf Soc 1, 40–55 (2001)
36.
Zurück zum Zitat Stokoe, W., Kuschel, R.: A Field Guide for Sign Language Research. Linstock Press, Maryland (1979) Stokoe, W., Kuschel, R.: A Field Guide for Sign Language Research. Linstock Press, Maryland (1979)
37.
Zurück zum Zitat Suszczanska, N., Szmal, P., Francik, J.: Translating Polish texts into sign language in the TGT system. In: Proceedings of 20th IASTED International Multi-Conference Applied Informatics, Innsbruck, pp 282–287 (2002) Suszczanska, N., Szmal, P., Francik, J.: Translating Polish texts into sign language in the TGT system. In: Proceedings of 20th IASTED International Multi-Conference Applied Informatics, Innsbruck, pp 282–287 (2002)
38.
Zurück zum Zitat Sutton-Spence R., Woll B.: The linguistics of BSL—an introduction. Cambridge University Press, London (1999) Sutton-Spence R., Woll B.: The linguistics of BSL—an introduction. Cambridge University Press, London (1999)
Metadaten
Titel
A knowledge-based sign synthesis architecture
verfasst von
Stavroula-Evita Fotinea
Eleni Efthimiou
George Caridakis
Kostas Karpouzis
Publikationsdatum
01.02.2008
Verlag
Springer-Verlag
Erschienen in
Universal Access in the Information Society / Ausgabe 4/2008
Print ISSN: 1615-5289
Elektronische ISSN: 1615-5297
DOI
https://doi.org/10.1007/s10209-007-0094-8

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