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Title: :  Language Learning Using Feature Extraction Based ANN Techniques
PaperId: :  2933
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2933
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Priyanka V. PoteBapurao Deshmukh College of Engineering, Sewagram, Maharashtra
Prof. V. R. IngleBapurao Deshmukh College of Engineering, Sewagram, Maharashtra
Prof. Y. A. SadawarteBapurao Deshmukh College of Engineering, Sewagram, Maharashtra

Abstract

Electronics Department
Speech samples, Discrete Wavelet Transform, Linear Predictive Coding.
All speech recognizers include an initial signal processing front end that converts a speech signal into its more convenient and compressed form called feature vectors. Feature extraction method plays a vital role in speech recognition task. There are two dominant approaches of acoustic measurement. First is in temporal domain approach (parametric) like Linear Prediction, which is developed to closely match the resonant structure of human vocal tract that produces the corresponding sound. Second is frequency domain approach (nonparametric) known as Mel-Frequency Cepstral Coefficients (MFCC). In another approach wavelet transform and wavelet packet tree have been used for speech feature extraction in which the energies of wavelet decomposed sub-bands have been used in place of Mel filtered sub-band energies.

Citations

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IJARIIE Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. "Language Learning Using Feature Extraction Based ANN Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 584-589
MLA Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. "Language Learning Using Feature Extraction Based ANN Techniques." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 584-589.
APA Priyanka V. Pote, Prof. V. R. Ingle, & Prof. Y. A. Sadawarte. (2016). Language Learning Using Feature Extraction Based ANN Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 584-589.
Chicago Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. "Language Learning Using Feature Extraction Based ANN Techniques." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 584-589.
Oxford Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. 'Language Learning Using Feature Extraction Based ANN Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 584-589. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Language_Learning_Using_Feature_Extraction__Based_ANN_Techniques_ijariie2933.pdf (Accessed : ).
Harvard Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. (2016) 'Language Learning Using Feature Extraction Based ANN Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 584-589IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Language_Learning_Using_Feature_Extraction__Based_ANN_Techniques_ijariie2933.pdf (Accessed : )
IEEE Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte, "Language Learning Using Feature Extraction Based ANN Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 584-589, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Language_Learning_Using_Feature_Extraction__Based_ANN_Techniques_ijariie2933.pdf [Accessed : ].
Turabian Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. "Language Learning Using Feature Extraction Based ANN Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Priyanka V. Pote, Prof. V. R. Ingle, and Prof. Y. A. Sadawarte. Language Learning Using Feature Extraction Based ANN Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 584-589. Available from: http://ijariie.com/AdminUploadPdf/Language_Learning_Using_Feature_Extraction__Based_ANN_Techniques_ijariie2933.pdf
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