Language Learning Using Feature Extraction  Based ANN Techniques

Priyanka V. Pote; Prof. V. R. Ingle; Prof. Y. A. Sadawarte

Language Learning Using Feature Extraction Based ANN Techniques

July 2016

Vol-2, Issue-4

Paper ID: 2933

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Electronics Department

Keywords

Speech samples Discrete Wavelet Transform Linear Predictive Coding.

Abstract

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.

License

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Author Information

#	Name	Institute / Affiliation
1	Priyanka V. Pote	Bapurao Deshmukh College of Engineering, Sewagram, Maharashtra
2	Prof. V. R. Ingle	Bapurao Deshmukh College of Engineering, Sewagram, Maharashtra
3	Prof. Y. A. Sadawarte	Bapurao Deshmukh College of Engineering, Sewagram, Maharashtra

How to Cite

Use the following formats to cite this article in your research.

APA Style

Pote, Priyanka V., Ingle, Prof. V. R., & Sadawarte, Prof. Y. A. (2016). Language Learning Using Feature Extraction Based ANN Techniques. International Journal of Advance Research and Innovative Ideas In Education, 2(4), 584-589.

MLA Style

Pote, Priyanka V., et al. "Language Learning Using Feature Extraction Based ANN Techniques." International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 4, 2016, pp. 584-589.

IEEE Style

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, 2016.

Vancouver Style

Pote Priyanka V., Ingle Prof. V. R., Sadawarte Prof. Y. A.. Language Learning Using Feature Extraction Based ANN Techniques. International Journal of Advance Research and Innovative Ideas In Education. 2016;2(4):584-589.

Harvard Style

Pote, Priyanka V., Ingle, Prof. V. R., & Sadawarte, Prof. Y. A. (2016) 'Language Learning Using Feature Extraction Based ANN Techniques', International Journal of Advance Research and Innovative Ideas In Education, 2(4), pp. 584-589.

Chicago Style

Pote, Priyanka V., 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.

Turabian Style

Pote, Priyanka V., 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.