Removal of Impulsive Noise from Speech by Using Different Filters

Authors

  • Nuzhat UN Nisa  M.Tech Student, Computer Science & Engineering, Maharshi Dayanand University, Rohtak, Haryana, India
  • Dr. Dinesh Kumar  HOD and Supervisor, Computer Science & Engineering, Maharashi Dayanand University, Rohtak, Haryana, India

Keywords:

Laplacian filter,Gaussian filter,Fuzzy filter,Convolution filter,Impulsive noise,rank order mean,Wiener filter.

Abstract

This Paper presents survey of impulsive noise from speech. In this paper we are using different filters to remove impulsive noise. Use of image is becoming popular in every fields astronomy, space exploration, medical imaging, scanning techniques an many others. This paper gives the brief introduction of noise, types of noise,and about the techniques used for noise removal. All the techniques used in this paper for removal of impulsive noise from speech were implemented in MATLAB.

References

  1. M.Satya Sai Ram, P. Siddaiah and M.Madhavi Latha, “Multi Switched Split vector quantizer,” International Journal of Computer, Information, and Systems Science, and Engineering, Winter 2008, pp. 1-6.
  2. MSatya Sai Ram, P. Siddaiah and M.Madhavi Latha, “Multi Switched Split vector quantization of narrow band speech signals,” Proceedings of world academy of science, Engineering and Technology, WASET, Vol 27, Feb 2008, pp. 236-239.
  3. MSatya Sai Ram, P. Siddaiah and M.Madhavi Latha, “Speech Coding & Recognition,” Proceedings of world academy of science, Engineering and Technology, WASET, Vol 39, March 2009, pp. 54-58.
  4. So. Stephen and K. K. Paliwal, “Efficient product code vector quantization using switched split vector quantizer,” Digital Signal Processing journal, Elsevier, Vol. 17, Issue 1, Jan 2007, pp.138-171.
  5. Paliwal, K.K, Atal, B.S. Efficient vector quantization of LPC Parameters at 24 bits / frame. IEEE Trans. Speech Audio Process, pp.3- 14, 1993.
  6. FK.Soong and B.H.Juang, “Line spectrum pair (LSP) and speech data compression,” in: Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, Vol 9, Issue 1, March 1984, pp. 37-40.
  7. WB. Kleijn and K.K.Paliwal, “An introduction to Speech coding,” Speech coding and synthesis, Elsevier science, 1995, pp. 1-47.
  8. P Kroon and W. B. Kleijn. “Linear Predictive Analysis by Synthesis Coding, in Modern Methods of Speech Processing” Chapter 3. ( Kluwer Academic Publishers, 1995)
  9. P Kroon and E. F. Deprettere, A class of analysis-by-synthesis predictive coders for high quality speech coding at rates between 4.8 and16 kbit/s.," IEEE J. Selected Areas Comm., vol. 6, pp. 353-363, 1988.
  10. K.K. Paliwal, B.S. Atal, Efficient vector quantization of LPC parameters at 24 bits/frame, IEEE Trans. Speech Audio Process. Vol.1, No. 1, pp.3–14, Jan.1993 pp.3–14.
  11. P Esquef, M. Karjalainen, and V. Valimaki, “Detection of clicks in audio signals using warped linear prediction,” 14th International Conference on Digital Signal Processing 2002, vol. 2, pp. 1085-1088, July 2002.
  12. C. Chandra, M. S. Moore, S. K. Mitra, “An efficient method for the removal of impulse noise from speech and audio signals,” Proceedings of ISCAS 1998, vol. 4, pp. 206-208, Jun 1998.
  13. Z. Liu, A. Subramanya, Z. Zhang, J. Droppo, and A. Acero, “Leakage model and teeth clack removal for air- and bone-conductive integrated microphones,” Proceedings of ICASSP 2005, vol. 1, pp. 1093-1096, Mar 2005.
  14. S. V. Vaseghi and R. Frayling-Cork, “Restoration of old gramophone recordings,” Journal of Audio Eng. Soc., vol. 40, No. 10, pp. 791-801, 1992.
  15. S. MallatandW. L. Hwang, “Singularity detection and processing with wavelets,” IEEE Trans. Inform. Theory, vol. 38, no. 2, pp. 617-643, 1992.
  16. L. Yin, R. Yang, M. Gabbouj, and Y. Neuvo, “Weighted median filters: a tutorial,” IEEE Trans. Circuits Syst, vol. 43, no. 3, pp. 157-192, 1996.

International Journal of Scientific Research in Science, Engineering and Technology

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Published

2018-06-30

Issue

Volume 4, Issue 8, May-June-2018

Section

Research Articles

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Nuzhat UN Nisa, Dr. Dinesh Kumar, " Removal of Impulsive Noise from Speech by Using Different Filters, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 8, pp.389-394, May-June-2018.