Abstract
This paper contains a Marathi speech database and isolated Marathi spoken words recognition system based on Mel-frequency cepstral coefficient (MFCC), optimal alignment using interpolation and dynamic time warping. Initially, Marathi speech database was designed and developed though Computerized Speech Laboratory. The database contained Marathi isolated words spoken by the 50 speakers including males and females. Mel-frequency Cepstral Coefficients were extracted and used for the recognition purpose. The 100% recognition rate for the isolated words have been achieved for both interpolation and dynamic time warping techniques.
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Ghadge, S.A., Janvale, G.B., Deshmukh, R.R.: Speech Feature Extraction using Mel – Frequency Cepstral Coefficient (MFCC). In: International Conference on Emerging Trends in Computer Science Communication and Information, January 9-11 (2010)
Rbiner, L., Juary, B.-H.: Fundamental of speech Recognition, 1st edn. Pearson Education, Inc., Copyright 1993 AT & T (1993) ISBN 9780130151575
Samudravijaya, K., Rao, P.V.S., Agrawal, S.S.: Hindi Speech database. In: Proc. Int. Conf. Spoken Language Processing, ICSLP 2000, Beijing (October 2000)
Lipeika, A., Lipeikience, J., Telkonys, L.: Development of Isolated word speech Recognition system. Information 13(1), 37–46 (2002)
KayPENTAX.: Multi-speech and Software. Software instrumentation manual, issue G, A division of PENTAX – medical company, Bridgewater line, Lincoln Park, NJ 07035 -1488 USA (February 2007)
Janvale, G.B., Gawali, B.W., Deshmukh, S.N., Deshmukh, R.R., Mehrotra, S.C.: Speech Analysis through CSL. on 8th -10th at Inter – University Research Festival. Sant Gadge Baba Amravati University, Amravati (MS) India
Sato, N., Obuchi, Y.: Emotion Recognition using Mel – Frequency Cepstral Coefficients. Journal of Natural Language processing 14(4), 83–96 (2007)
Keogh, E., Pazzani, M.: Derivative Dynamic Time Warping. In: International Processing of First Intl SIAM International Conference on Data Mining, Chicago, Illinoisi (2001)
Kruskall, J., Liberman, M.: The Symmetric Time Warping Problem: From continuous to Discrete. In: Time Warps String Edits and Macromolecules. The Theory and Practice of Sequence Comparison, pp. 125–161. Addison – Wesley Publication Co., Reading Massuchusetts (1983)
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Janvale, G.B., Waghmare, V., Kale, V., Ghodke, A. (2014). Recognition of Marathi Isolated Spoken Words Using Interpolation and DTW Techniques. In: Satapathy, S., Avadhani, P., Udgata, S., Lakshminarayana, S. (eds) ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India- Vol I. Advances in Intelligent Systems and Computing, vol 248. Springer, Cham. https://doi.org/10.1007/978-3-319-03107-1_3
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DOI: https://doi.org/10.1007/978-3-319-03107-1_3
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-03106-4
Online ISBN: 978-3-319-03107-1
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