International Journal of Technology Enhancements and Emerging Engineering Research (ISSN 2347-4289)

IJTEEE >> Volume 3 - Issue 3, March 2015 Edition

International Journal of Technology Enhancements and Emerging Engineering Research  
International Journal of Technology Enhancements and Emerging Engineering Research

Website: http://www.ijteee.org

ISSN 2347-4289

De-Noising Of Speech Signal Using Adaptive Filter Algorithms

[Full Text]



Ramesh Yadav, Mr. Deepak Sharma



Keywords: Adaptive algorithm, LMS filter, NLMS Filter, RLS filter, Linear filter, SNR, MSE



Abstract: Interference or Noise is the major issue in any communication system. It has been used LMS and NLMS adaptive filters to de-noise the noisy signal and compare with the performance of these filters. Adaptive algorithms are the most effective and elementary. This paper investigates the noise cancellation capabilities of the adaptive filters.



[1] Sayed. A. Hadei, Student Member IEEE and M. lotfizad, “International Journal of Computer and Electrical Engineering, Vol. 2, No. 2, April 2010, pp. 1793-8163.

[2] Windrow, S. Steam, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice – Hall, 1985.

[3] S. Haykin. Adaptive Filter Theory, 4th Edition Pearson Education, 2008.

[4] Paulo.S.R.Diniz, “Adaptive Filtering Algorithms and Practical Implementations”, Kluwer Academic Publishers ,London. 2nd Edition.

[5] Bernard Widrow, et. al., “Adaptive Noise Cancellating Princilples and Application”, Proceding of the IEEE, 1975 Vol. 63 No. 12 pp. 1692-1716.

[6] Radhika Chinaboina, D.S.Ramkiran, Habibulla Khan, “ Adaptive Algorithms For Acoustic Echo Cancellation In Speech Processing”, IJRRAS 7 (1) ● April 2011, pp. 38-42.

[7] Raj Kumar Tuteja, S.K. Agrawal, “Simulation and Performance Analysis of Adaptive filter in Noise Cancellation”, International Journel of Engineering and Technology Vol. 2(9),2010,pp. 4373-4378.

[8] Marvin R. Sambur, Member, IEEE, “Adaptive Noise Canceling for Speech Signals”, IEEE TRANSACTIONS ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL. ASSP-26, NO. 5, OCTOBER 1978, pp. 419-423

[9] J. M. Gorriez et.al., “ A Novel LMS Algorithm Applied to Adaptive Noise Cancellation”, IEEE SIGNAL PROCESSING LETTERS, VOL. 16, NO. 1, JANUARY 2009,pp. 34-37.

[10] Soria, E; Calpe, j; et.al. “A novel approach to introducing adaptive filters based on the LMS algorithm and its variants”, IEEE Transactions, vol. 47, pp. 127-133, Feb 2008.

[11] Homana,I; Topa, M.D.;et.al., “Echo cancelling using adaptive algorithms”, Design and Technology of Electronics Packages, (SIITME) 15th International Symposium., pp. 317-321, Sept.2009.

[12] Ying He,et.al. “The Applications and Simulation of Adaptive Filter in Noise Canceling”, 2008 International Conference on Computer Science and Software Engineering, 2008, Vol.4, Page(s): 1 – 4.