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Patel, Jigisha K.
- Gujarati Language Speech Recognition System for Identifying Smartphone Operation Commands
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Authors
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1 Dept. of Computer Science, Sardar Patel University, IN
1 Dept. of Computer Science, Sardar Patel University, IN
Source
National Journal of System and Information Technology, Vol 8, No 2 (2015), Pagination: 79-87Abstract
Natural Language Processing provides the facility of operating a system with speech and the system can interact with the user accordingly. Many speech recognition applications also provide the support for regional languages. In this paper, we would like to discuss the work that will add some facility to the state-of-the-art facility of speech recognition of Gujarati language. We have designed and developed a system that allows the users to give commands to their smartphone in Gujarati language for some basic facilities like calling, sending SMS, etc. The vocabulary includes total of 60 words consisting of Gujarati digits, some persons' name to be considered as a contact name and operational commands which yield the overall average recognition accuracy of 82.23%.Keywords
Speech Recognition, Phoneme, Hidden Markov Model (HMM), Java Grammar, Lexeme.References
- Jurafsky, Martin – “Speech and Language Processing”, Pearson, 2000
- Gunnar Fant - “Speech Acoustics and Phonetics: Selected Writings” [e-book], Springer, 2006
- Hinrich Schtze - “Foundations of statistical natural language processing” [e-book], MIT Press,1999
- Ms. Jigisha Patel, Mr. Pritesh N. Patel, Dr. P. V. Virparia – “Acoustic and Phonetic Confusions in Accented Gujarati Speech Recognition” : National Journal Of Engineering Science And Management ( ISSN 2249 -0264) Bhopal
- Ms. Jigisha Patel, Mr. Pritesh N. Patel, Dr. P. V. Virparia – “Voice Enabled Telephony Commands Using Gujarati Speech Recognition” : International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 3, Issue 10, October 2013, [Impact Factor: 2.080, Indexed]
- Ms. Jigisha Patel, Mr. Pritesh N. Patel - “Dialectical issues in speech recognition for Gujarati language”, in the Proceedings of the National Conference on Advances in Computing-2011, North Maharashtra University
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