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2015 | OriginalPaper | Chapter

Fuzzy-Based Sign Language Interpreter

Authors : P. Anitha, S. Vijayakumar

Published in: Artificial Intelligence and Evolutionary Algorithms in Engineering Systems

Publisher: Springer India

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Abstract

Sign language is a language through which communication is possible for the deaf–dumb community. It is the only communication mean for that physically challenged people. But the hearing people never try to learn the sign language. So the deaf people cannot interact with the normal people without a sign language interpreter. Sign language depends on sign patterns, i.e., orientation and movements of the arm to facilitate understanding between people. This paper presents a methodology which recognizes the sign language using fuzzy logic controller and translates into a normal text and speech. This system uses glove fitted with flex sensors, inertial measurement unit (IMU) to gather data on each finger’s position to recognize their sign symbol using fuzzy control algorithm. After defuzzifying the output, it sends a unique set of signals to the PIC microcontroller with speak jet IC which is preprogrammed to speak desired sentences and also speech recognizing module is interfaced with microcontroller for converting voice to text.

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Literature
1.
go back to reference S.F. Ahmed, S.M.B. Ali, S.S.M. Qureshi, Electronic speaking glove for speechless patients, a tongue to a dumb, in IEEE Conference on Sustainable Utilization and Development in Engineering and Technology (2010), pp. 56–60 S.F. Ahmed, S.M.B. Ali, S.S.M. Qureshi, Electronic speaking glove for speechless patients, a tongue to a dumb, in IEEE Conference on Sustainable Utilization and Development in Engineering and Technology (2010), pp. 56–60
2.
go back to reference J. Haydar, B. Dalal, S. Hussainy, L. El Khansa, W. Fahs, ASL Fingerspelling translator glove. Int. J. Comput. Sci. Issues (IJCSI) 9(6) (2012) J. Haydar, B. Dalal, S. Hussainy, L. El Khansa, W. Fahs, ASL Fingerspelling translator glove. Int. J. Comput. Sci. Issues (IJCSI) 9(6) (2012)
3.
go back to reference G.S. Nhivekar, S.S. Nirmale, R.R. Mudholker, Implementation of fuzzy logic control algorithm in embedded microcomputers for dedicated application. Int. J. Eng. Sci. Technol. 3(4) (2011) G.S. Nhivekar, S.S. Nirmale, R.R. Mudholker, Implementation of fuzzy logic control algorithm in embedded microcomputers for dedicated application. Int. J. Eng. Sci. Technol. 3(4) (2011)
4.
go back to reference H.V. Anupreethi, S. Vijayakumar, MSP430 based sign language recognizer for dumb patients. Procedia Eng. 38, 1374–1380 (2012)CrossRef H.V. Anupreethi, S. Vijayakumar, MSP430 based sign language recognizer for dumb patients. Procedia Eng. 38, 1374–1380 (2012)CrossRef
6.
go back to reference T.J. Ross, Fuzzy logic with engineering applications (2009) T.J. Ross, Fuzzy logic with engineering applications (2009)
7.
go back to reference G. Chen, T.T. Pham, Introduction to fuzzy sets, fuzzy logic, and fuzzy control systems (2000) G. Chen, T.T. Pham, Introduction to fuzzy sets, fuzzy logic, and fuzzy control systems (2000)
Metadata
Title
Fuzzy-Based Sign Language Interpreter
Authors
P. Anitha
S. Vijayakumar
Copyright Year
2015
Publisher
Springer India
DOI
https://doi.org/10.1007/978-81-322-2135-7_59

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