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Reseach Article

A Novel Methodology to Extract Voice Signal Features

by Saleh Khawatreh, Belal Ayyoub, Ashraf Abu-Ein, Ziad Alqadi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 179 - Number 9
Year of Publication: 2018
Authors: Saleh Khawatreh, Belal Ayyoub, Ashraf Abu-Ein, Ziad Alqadi
10.5120/ijca2018916088

Saleh Khawatreh, Belal Ayyoub, Ashraf Abu-Ein, Ziad Alqadi . A Novel Methodology to Extract Voice Signal Features. International Journal of Computer Applications. 179, 9 ( Jan 2018), 40-43. DOI=10.5120/ijca2018916088

@article{ 10.5120/ijca2018916088,
author = { Saleh Khawatreh, Belal Ayyoub, Ashraf Abu-Ein, Ziad Alqadi },
title = { A Novel Methodology to Extract Voice Signal Features },
journal = { International Journal of Computer Applications },
issue_date = { Jan 2018 },
volume = { 179 },
number = { 9 },
month = { Jan },
year = { 2018 },
issn = { 0975-8887 },
pages = { 40-43 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume179/number9/28832-2018916088/ },
doi = { 10.5120/ijca2018916088 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:54:55.633246+05:30
%A Saleh Khawatreh
%A Belal Ayyoub
%A Ashraf Abu-Ein
%A Ziad Alqadi
%T A Novel Methodology to Extract Voice Signal Features
%J International Journal of Computer Applications
%@ 0975-8887
%V 179
%N 9
%P 40-43
%D 2018
%I Foundation of Computer Science (FCS), NY, USA
Abstract

A novel methodology to manipulate wave file and create a feature array for each wave file will be introduced, this array can be used later on to recognize the voice file. A set of experiments will be performed in order to prove the uniqueness of the calculated feature array, and that the created feature array for a certain wave file does not match any other feature array for other wave files. The proposed methodology will minimize the efforts of voice recognition by mean of minimizing the time of feature array creation and minimizing the size of the calculated array.

References
  1. Blume WT, Kaibara M. Atlas of Pediatric Electroencephalography. 2nd ed. Philadelphia: Lippincott-Raven; 1999.
  2. Fisch B, Spehlmann R. Fisch and Spehlmann's EEG Primer. 3rd ed. Amsterdam: Elsevier; 1999.
  3. Niedermeyer E, Lopes da Silva F. Electroencephalography :Basic Principles, Clinical Applications, and Related Fields. 5th ed. Baltimore: Williams & Wilkins; 1993.
  4. Mijail Guillemard, Gitta Kutyniok, Holger Boche, Friedrich Philipp,“Signal Analysis with Frame Theory and Persistent Homology”, June 2013.
  5. Ioannides AA, Poghosyan V, Dammers J, Streit M. Real-time neural activity and connectivity in healthy individuals and schizophrenia patients. Neuroimage. 2004 Oct. 23(2):473-82.
  6. Stern JM, Engel J. An Atlas of EEG Patterns. Philadelphia: Lippincott Williams & Wilkins; 2004.
  7. Barker J., Marxer R., Vincent E., and S. Watanabe, “The third ‘chime’ speech separation and recognition challenge: Dataset, task and baselines,” in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU). IEEE, 2015, pp. 504–511.
  8. Johns Hopkins. Pacemakers for the brain. Johns Hopkins Med Lett Health After 50. 2004 Sep. 17(7):1-2
  9. Dastoor, Sarosh K. "Comparative Analysis of Steganographic Algorithms impacting the information in the Speech Signal for enhancing the Message Security in next Generation Mobile devices", (WICT), 2011,), 2011 World Congress on Information and Communication Technologies. IEEE, 2011, pp. 279-284.
  10. Shreya Narang1, Ms. Divya Gupta2, Speech Feature Extraction Techniques: A Review, IJCSMC, Vol. 4, Issue. 3, March 2015, pg.107 – 114.
  11. Santosh K.Gaikwad and Pravin Yannawar, A Review, International Journal of Computer Applications A Review on Speech Recognition Technique Volume 10– No.3, November 2010
  12. Rybach, D.; C. Gollan; G. Heigold; B. Hoffmeister; J. Lööf; R. Schlüter; H., Ney September 2009. "The RWTH Aachen University Open Source Speech Recognition
  13. Jaslene, Dawood Dilber, Feature “Selection and Extraction of Audio”, International Journal of Innovative Research in Science, Engineering and Technology, Vol. 5, Issue 3, March 2016
  14. Sanjivani S. Bhabad Gajanan K. Kharate International Journal of Advanced Research in Computer Science and Software Engineering, An Overview of Technical an Overview of Technical Progress in Speech Recognition Volume 3, Issue 3, March 2013
  15. Khaled Matrouk, Abdullah Al-Hasanat, Haitham Alasha'ary, Prof Ziad Al-Qadi, Prof Hasan Al-Shalabi Speech Fingerprint to Identify Isolated Word-Person World Applied Sciences Journal 31 (10): 1767-1771, 2014
Index Terms

Computer Science
Information Sciences

Keywords

Wave file feature array histogram.