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Title: :  Improvement of accuracy using MFCC Speech recognition
PaperId: :  5655
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 3 2017
DUI:    16.0415/IJARIIE-5655
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prachi P DaniGokhale Educations society, R.H SAPAT college of Engg,& Management studies and Research, Nashik
Mrs. M.S DeoleGokhale Educations society, R.H SAPAT college of Engg,& Management studies and Research, Nashik

Abstract

Speech Processing(Digital systems)
Speech recognition,feature extraction, Mel frequency cepstral coefficients, automatic speech recognition.
This paper introduces a real time algorithm of MFCC (Mel frequency cepstral coefficients) for speech recognition. Whereas, PNCC a new feature extraction algorithm based on auditory processing is described in this paper. The features of PNCC processing include the use of a power-law nonlinearity that has been replaced by the traditional log nonlinearity used in MFCC coefficients. It also uses the medium-time power analysis, in which environmental parameters are estimated over a longer duration than is commonly used for speech, as well as frequency smoothing. PNCC is basically used for the improvement in recognition accuracy in noisy conditions. The presented results are of MFCC used for the improvement of the recognition accuracy. obtained using Matlab R2013.

Citations

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IJARIIE Prachi P Dani, and Mrs. M.S Deole. "Improvement of accuracy using MFCC Speech recognition" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 3 2017 Page 3177-3184
MLA Prachi P Dani, and Mrs. M.S Deole. "Improvement of accuracy using MFCC Speech recognition." International Journal Of Advance Research And Innovative Ideas In Education 3.3(2017) : 3177-3184.
APA Prachi P Dani, & Mrs. M.S Deole. (2017). Improvement of accuracy using MFCC Speech recognition. International Journal Of Advance Research And Innovative Ideas In Education, 3(3), 3177-3184.
Chicago Prachi P Dani, and Mrs. M.S Deole. "Improvement of accuracy using MFCC Speech recognition." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 3 (2017) : 3177-3184.
Oxford Prachi P Dani, and Mrs. M.S Deole. 'Improvement of accuracy using MFCC Speech recognition', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, 2017, p. 3177-3184. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Improvement_of_accuracy_using_MFCC_Speech_recognition_ijariie5655.pdf (Accessed : 29 March 2020).
Harvard Prachi P Dani, and Mrs. M.S Deole. (2017) 'Improvement of accuracy using MFCC Speech recognition', International Journal Of Advance Research And Innovative Ideas In Education, 3(3), pp. 3177-3184IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Improvement_of_accuracy_using_MFCC_Speech_recognition_ijariie5655.pdf (Accessed : 29 March 2020)
IEEE Prachi P Dani, and Mrs. M.S Deole, "Improvement of accuracy using MFCC Speech recognition," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, pp. 3177-3184, May-Jun 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Improvement_of_accuracy_using_MFCC_Speech_recognition_ijariie5655.pdf [Accessed : 29 March 2020].
Turabian Prachi P Dani, and Mrs. M.S Deole. "Improvement of accuracy using MFCC Speech recognition." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 3 (29 March 2020).
Vancouver Prachi P Dani, and Mrs. M.S Deole. Improvement of accuracy using MFCC Speech recognition. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 29 March 2020]; 3(3) : 3177-3184. Available from: http://ijariie.com/AdminUploadPdf/Improvement_of_accuracy_using_MFCC_Speech_recognition_ijariie5655.pdf
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