A Survey of Feature Extraction Techniques for Automatic Speech Recognition System
Keywords:
feature extraction techniques, automatic speech recognition system, voice recognition, biometric identification system, sophisticated applications, components of ASR, Mel Frequency Cepstral Coefficient, distance measurementAbstract
Voice recognition is one of the key evolutions of biometric identification system which notonly have identification capability but this technology can be used to create more sophisticatedapplications. This paper reviews the methodology for extracting features from speech signal. In thispaper we have discussed the Components of ASR and Mel Frequency Cepstral CoefficientMFCC,Distance Measurement with Automatic Speech Recognition System(ASR)References
Zhanyu Ma, Hong Yu, Zheng-Hua Tan And Jun Guo, "Text-Independent Speaker Identification Using the Histogram Transform Model", IEEE Access, VOLUME 4, 2016, pp(9733-9739)
K.H.Davis, R.Biddulph, and S.Balashek, Automatic recognition of spoken Digits,,J.Acoust.Soc.Am., 24(6):637-642,1952.
H.F.Olson and H.Belar, Phonetic Typewriter , J.Acoust.Soc.Am.,28(6):1072-1081,1956.
D.B.Fry, Theoritical Aspects of Mechanical speech Recognition , and P.Denes, The design and Operation of the Mechanical Speech Recognizer at Universtiy College London, J.British Inst. Radio Engr., 19:4,211-299,1959.
J.W.Forgie and C.D.Forgie, Results obtained from a vowel recognition computer program , J.A.S.A., 31(11),pp.1480-1489.1959.
J.Suzuki and K.Nakata, Recognition of Japanese Vowels Preliminary to the Recognition of Speech , J.Radio Res.Lab37(8):193-212,1961.
T.Sakai and S.Doshita, The phonetic typewriter, Information processing 1962 , Proc.IFIP Congress, 1962.
K.Nagata, Y.Kato, and S.Chiba, Spoken Digit Recognizer for Japanese Language , NEC Res.Develop., No.6,1963.
T.B.Martin, A.L.Nelson, and H.J.Zadell, Speech Recognition b Feature Abstraction Techniques , Tech.Report AL-TDR-64-176,Air Force Avionics Lab,1964.
.T.K.Vintsyuk, Speech Discrimination by Dynamic Programming , Kibernetika, 4(2):81-88,Jan.-Feb.1968.
H.Sakoe and S.Chiba, Dynamic programming algorithmoptimization for spoken word recognition ,IEEE Trans. Acoustics, Speech, Signal Proc., ASSP-26(1).pp.43- 49,1978.
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