CFP last date
20 June 2024
Call for Paper
July Edition
IJCA solicits high quality original research papers for the upcoming July edition of the journal. The last date of research paper submission is 20 June 2024

Submit your paper
Know more
Reseach Article

A New Quantization Factor Method based on Genetic Algorithm for Audio Compression

by Dhia A. Alzubaydi, Zinah S. Abduljabbar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 97 - Number 4
Year of Publication: 2014
Authors: Dhia A. Alzubaydi, Zinah S. Abduljabbar
10.5120/16995-7125

Dhia A. Alzubaydi, Zinah S. Abduljabbar . A New Quantization Factor Method based on Genetic Algorithm for Audio Compression. International Journal of Computer Applications. 97, 4 ( July 2014), 17-22. DOI=10.5120/16995-7125

@article{ 10.5120/16995-7125,
author = { Dhia A. Alzubaydi, Zinah S. Abduljabbar },
title = { A New Quantization Factor Method based on Genetic Algorithm for Audio Compression },
journal = { International Journal of Computer Applications },
issue_date = { July 2014 },
volume = { 97 },
number = { 4 },
month = { July },
year = { 2014 },
issn = { 0975-8887 },
pages = { 17-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume97/number4/16995-7125/ },
doi = { 10.5120/16995-7125 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:23:13.361747+05:30
%A Dhia A. Alzubaydi
%A Zinah S. Abduljabbar
%T A New Quantization Factor Method based on Genetic Algorithm for Audio Compression
%J International Journal of Computer Applications
%@ 0975-8887
%V 97
%N 4
%P 17-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Data compression techniques have a great importance in many applications; one of these compression techniques is audio compression which is widely used in applications such as audio transmission and storage so many forms of audio compression techniques have been investigated. The central point of the proposed system is using genetic algorithm to find appropriate quantization factor for each file instead of using quantization factor specified by user and this is done after using digital signal processing techniques based on Slantlet transform.

References
  1. David S. , "The Compression The Complete Reference" Springer-Verlag London Limited (2007).
  2. Vogel K. E. and Savage T. M. , "An Introduction to Digital Multimedia", by Jones and Bartlett Publishers, LLc (2008).
  3. Mrinal Kr. M. , "Multimedia Signals and Systems" Kluwer Academic Puplishers (2003).
  4. Xin Y. , "Evolutionary Computation: Theory and Applications" World Scientific Publishing Co. Pte. Ltd. (1999).
  5. Sheetal D. and Rajeshree D. R. , "Advance Source Coding Techniques for Audio/Speech Signal: A Survey" International Journal of Computer Technology and Applications (IJCTA), Vol. 3 (4), July-August (2012).
  6. Dai T. Y. , Chris K. and C. -C. Jay K. , "High Fidelity Multichannel Audio coding" Hindawi Publishing Corporation (2006).
  7. Khalid S. , "Introduction to Data Compression", Elsevier Inc (2006).
  8. Nigel C. and Jenny C. , "Digital Multimedia", John Wiley & Sons, Ltd, Third Edition (2009).
  9. Jeroen B. and Christof F. , "Spatial Audio Processing: MPEG Surround and Other Applications", John Wiley & Sons Ltd. (2007).
  10. Steinmetz R. and Nahrstedt K. , "Multimedia Fundamentals Volume 1: Media Coding and Content Processing", Prentice Hall PTR (2002).
  11. Marina B. and Richard E. G. , "Introduction to Digital Audio Coding and Standards", Kluwer Academic Publishers, Second printing (2003).
  12. Ivan S. "The Slantlet Transform" , IEEE Transaction on Signal Processing, Vol. 47, No. 5, pp. 1304-1313, May (1999).
  13. Khalid S. , "Introduction to Data Compression" , Elsevier Inc (2012).
Index Terms

Computer Science
Information Sciences

Keywords

Audio compression Slantlet transform Genetic algorithm.