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Continuous Hindi Speech Recognition in Real Time Using NI LabVIEW

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Speech and Language Processing for Human-Machine Communications

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 664))

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Abstract

Speech is the most common form of communication, and the need of the hour is a robust speech recognition system. This paper aims to present an algorithm to design a continuous speech recognition system. The recognition of the speech utterances is done on a real-time basis using NI LabVIEW.

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References

  1. Bahal, I., Urooj, S.: Hindi speech recognition using NI LabVIEW. In: Proceedings of the International Conference on Futuristic Trends in Computational Analysis and Knowledge Management, IEEE Xplore Digital Library, India (2015)

    Google Scholar 

  2. Davis, S.B., Mermelstein, P.: Comparison of parametric representations for mono-syllabic word recognition in continuously spoken utterances. IEEE Trans. Acoust. Speech Signal Process. 28(4), 357–366 (1980)

    Article  Google Scholar 

  3. Hermansky, H.: Perceptual linear predictive (PLP) analysis of speech. J. Acoust. Soc. Am. 87(4), 1738–1752 (1990)

    Article  Google Scholar 

  4. Ghitza, O.: Auditory models and human performance in tasks related to speech coding and speech recognition. IEEE Trans. Speech Audio Process. 2(1), 115–132 (1994)

    Google Scholar 

  5. Kim, D., Lee, S., Kil, R.M.: Auditory processing of speech signals for robust speech recognition in real-world noisy environments. IEEE Trans. Speech Audio Process. 7(1), 55–69 (1999)

    Article  Google Scholar 

  6. Seneff, S.: A joint synchrony/mean-rate model of auditory speech processing. J. Phonetics 16, 55–76 (1998)

    Google Scholar 

  7. Paliwal, K.K., Alsteris, L.D.: On the usefulness of STFT phase spectrum in human listening tests. Speech Commun. 45(2), 153–170 (2005)

    Article  Google Scholar 

  8. Schroeder, M.R.: Models of hearing. In: Proceedings of the IEEE, vol. 63, pp. 1332–1350 (1975)

    Google Scholar 

  9. Oppenheim, A.V., Lim, J.S.: The importance of phase in signals. In: Proceedings of the IEEE, May 1981, vol. 69, pp. 529–541 (1981)

    Google Scholar 

  10. Liu, L., He, J., Palm, G.: Effects of phase on the perception of intervocalic stop consonants. Speech Commun. 22(4), 403–417 (1997)

    Article  Google Scholar 

  11. Lathi, B.P.: Signal Processing and Linear Systems. USA Berkeley Cambridge Press, California (1998)

    Google Scholar 

  12. Farooq, O., Datta, S.: Speech recognition with emphasis on wavelet based feature extraction. IETE J. Res. (2002)

    Google Scholar 

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Correspondence to Ishita Bahal .

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Bahal, I., Mishra, A., Urooj, S. (2018). Continuous Hindi Speech Recognition in Real Time Using NI LabVIEW. In: Agrawal, S., Devi, A., Wason, R., Bansal, P. (eds) Speech and Language Processing for Human-Machine Communications. Advances in Intelligent Systems and Computing, vol 664. Springer, Singapore. https://doi.org/10.1007/978-981-10-6626-9_3

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  • DOI: https://doi.org/10.1007/978-981-10-6626-9_3

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-6625-2

  • Online ISBN: 978-981-10-6626-9

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