Abstract
We suggest and implement WPS (Wearable Personal Station) and Web-based robust Language Processing Interface (LPI) integrating speech and sign language (the Korean Standard Sign Language; KSSL). In other word, the LPI is integration language recognition and processing system that can select suitable language recognition system according to noise degree in given noise environment, and it is extended into embedded and ubiquitous-oriented the next generation language processing system that can take the place of a traditional uni-modal language recognition system using only 1 sensory channel based on desk-top PC and wire communication net. In experiment results, while an average recognition rate of uni-modal recognizer using KSSL only is 92.58% and speech only is 93.28%, advanced LPI deduced an average recognition rate of 95.09% for 52 sentential recognition models. Also, average recognition time is 0.3 seconds in LPI.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Fuchs, M., Hejda, P., Slavík, P.: Architecture of Multi-modal Dialogue System. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2000. LNCS (LNAI), vol. 1902, pp. 433–438. Springer, Heidelberg (2000)
Wooldridge, M.J., Jennings, N.R.: Intelligent agents: Theory and practice. Know. Eng. Review 10(2), 115–152 (1995)
Fagin, R., Halpern, J.Y., Moses, Y., Vardi, M.Y.: Reasoning about Knowledge. MIT Press, Cambridge (1995)
Kim, S.-G.: Korean Standard Sign Language Tutor, 1st edn. Osung Publishing Company, Seoul (2000)
Kim, J.-H., et al.: Hand Gesture Recognition System using Fuzzy Algorithm and RDBMS for Post PC. In: Wang, L., Jin, Y. (eds.) FSKD 2005. LNCS (LNAI), vol. 3614, pp. 170–175. Springer, Heidelberg (2005)
Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley, New York (2001)
Paulus, D., Hornegger, J.: Applied Pattern Recognition, 2nd edn. Vieweg (1998)
Schuermann, J.: Pattern Classification: A Unified View of Statistical and Neural Approaches. Wiley&Sons (1996)
Relational DataBase Management System, http://www.auditmypc.com/acronym/RDBMS.asp
Oracle 10g DW Guide, http://www.oracle.com
Vasantha kandasamy, W.B.: Smaranda Fuzzy Algebra. American Research Press, Seattle (2003)
Scott McGlashan et al.: Voice Extensible Markup Language (VoiceXML) Version 2.0. W3C Recommendation (1992), http://www.w3.org
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kim, JH., Hong, KS. (2006). Speech and Gesture Recognition-Based Robust Language Processing Interface in Noise Environment. In: Corchado, E., Yin, H., Botti, V., Fyfe, C. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2006. IDEAL 2006. Lecture Notes in Computer Science, vol 4224. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11875581_41
Download citation
DOI: https://doi.org/10.1007/11875581_41
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-45485-4
Online ISBN: 978-3-540-45487-8
eBook Packages: Computer ScienceComputer Science (R0)