A Predictive Voice-Input and Output Alternative Communication System using MFCC & DTW

Authors

  • S. Pal Department of ECE, SSSIST, Sehore, India
  • V.P. Singh Department of ECE, SSSIST, Sehore, India

Keywords:

ASR, Mel Frequency, Cepstrum Coefficient, Feature & Vector Space, Distance Measurement

Abstract

Modern world have lots of applications that are related to speech recognition, and so a lots of researches have been carried out in this field which empower the world more and more automated. In this paper another kind of application has been designed for peoples suffering difficulty in speaking the words properly. The system records the impaired speech and takes it as input for further processing. As per input of the speech system display predictive suggestions and then finally complete sentence will be spoken by the system. Thus it is a voice input voice output predictive system.

 

References

S. Furui, “50 years of Progress in speech and Speaker Recognition Research”, ECTI Transactions on Computer and Information Technology,Vol.1. No.2 pp.64-74, 2005.

K.H. Davis, R. Biddulph, S. Balashek, “Automatic recognition of spoken Digits”, Journal of Acoust. Soc.Am., Vol.24, Issue.6, pp.637-642,1952.

H.F. Olson, H. Belar, “Phonetic Typewriter”, Journal of Acoust Soc Am., Vol.28, Issue.6, pp.1072-1081,1956.

D.B. Fry, “Theoritical Aspects of Mechanical speech Recognition , and P.Denes”, Journal of the British Institution of Radio Engineers, Vol.19, Issue.4, pp.211-8, 1959.

J.W. Forgie, C.D. Forgie, “Results obtained from a vowel recognition computer program”, The Journal of the Acoustical Society of America, Vol.31, Issue.11, pp.1480-1489.1959.

J. Suzuki, K. Nakata, “Recognition of Japanese Vowels Preliminary to the Recognition of Speech”, J ournal of Radio Research Lab, Vol.37, Issue.8, pp.193-212,1961.

T. Sakai, S. Doshita, “The phonetic typewriter”, IFIP Congress, Vo.445, pp.449-458, 1962.

K. Nagata, Y. Kato, S. Chiba, “Spoken Digit Recognizer for Japanese Language”, NEC Research Development, Vol.8, No.6, pp.347-352, 1963.

T.B. Martin, A.L. Nelson, H.J. Zadell, “Speech Recognition b Feature Abstraction Techniques, Air Force Avionics Lab, US, pp.1-136, 1964.

T.K. Vintsyuk, “Speech Discrimination by Dynamic Programming”, Kibernetika, Vol.4, Issue.2, pp.81-88, 1968.

H. Sakoe, S. Chiba, “Dynamic programming algorithmoptimization for spoken word recognition”, IEEE Transaction Acoustics, Speech, Signal Procssing, Vol.26, Issue.1, pp.43-49,1978.

D.R. Reddy, “An Approach to Computer Speech Recognition by Direct Analysis of the Speech Wave”, Technical Report No.C549 (Stanford University), USA, pp.1-173, 1966.

V.M. Velichko, N.G. Zagoruyko , “Automatic Recognition of 200 words”, Internatioanl Journal of Man-Machine Studies, Vo. 2, pp. 223-234, 1970.

H. Sakoe, S. Chiba, “Dynamic Programming AlgorithmOptimization for Spoken Word Recognition”, IEEE Transaction Acoustics, Speech, Signal Procssing, Vol.26, Issue.1, pp.43-49,1978.

F. Itakura, “Minimum Prediction Residula Applied toSpeech Recognition”, IEEE Transaction Acoustics, Speech, Signal Procssing, Vol.23, Issue.1, pp.67-72, 1975.

C.C. Tappert, N.R. Dixon, A.S. Rabinowitz, W.D. Chapman, “Automatic Recognition of Continuous Speech Utilizing Dynamic Segmentation, DualClassification, Sequential Decoding and Error Recover”, Rome Air Dev Cen, Rome, NY, pp.71-146,1971.

F. Jelinek, L.R. Bahl, R.L. Mercer, “Design of a Lingusistic Statistical Decoder for the Recognition ofContinuous Speech”, IEEE Transaction Information Theory, Vol.21, pp.250-256, 1975.

F. Jelinek, “The Development of an ExperimentalDiscrete Dictation Recognizer”, Proceeding of IEEE, Vol.73, Issue.11, pp.1616- 624, 1985.

L.R. Rabiner, S.E. Levinson, A.E. Rosenberg, J.G. Wilpon, “Speaker Independent Recognition ofIsolated Words Using Clustering Techniques, IEEE Transaction Acoustics, Speech, Signal Procssing, Vol.27, pp.336-349, 1979.

Downloads

Published

2016-06-30

How to Cite

[1]
S. Pal and V. Singh, “A Predictive Voice-Input and Output Alternative Communication System using MFCC & DTW”, Int. J. Sci. Res. Comp. Sci. Eng., vol. 4, no. 3, pp. 7–10, Jun. 2016.

Issue

Section

Research Article

Similar Articles

<< < 7 8 9 10 11 12 

You may also start an advanced similarity search for this article.