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  1. The employment of Bayesian method in noise: Reduction and packet loss replacement
The employment of Bayesian method in noise: Reduction and packet loss replacement
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The employment of Bayesian method in noise: Reduction and packet loss replacement

Rahimi, A.

  1. Main Entry: Rahimi, A.
  2. Title:The employment of Bayesian method in noise: Reduction and packet loss replacement.
  3. Publisher:2013.
  4. Abstract:Speech enhancement in real-time applications improves the quality and intelligibility of the speech and reduces communication fatigue. Nowadays, due to reactivity of the systems and spread of online real-time applications, including VoIP, state-space models have been used broadly. This paper presents a speech enhancement method based on adaptive Bayesian-Kalman filter and Bayesian-MAP estimation to improve the performance and the quality of the enhancement procedure. The enhancement method includes a combination of Bayesian-Kalman filter for noise reduction and Bayesian-MAP estimation for parameter estimation of the lost speech segments. Performance evaluation and result of the proposed method indicates the efficiency of this method compared to other method
  5. Notes:Sharif Repository
  6. Subject:Bayesian Kalman Filter.
  7. Subject:Bayesian MAP Estimation.
  8. Subject:PLC.
  9. Subject:Speech Enhancement.
  10. Subject:Bayesian.
  11. Subject:Bayesian MAP.
  12. Subject:Bayesian methods.
  13. Subject:Real-time application.
  14. Subject:Speech enhancement methods.
  15. Subject:Speech segments.
  16. Subject:State-space models.
  17. Subject:Bayesian networks.
  18. Subject:Estimation.
  19. Subject:Internet telephony.
  20. Subject:Kalman filters.
  21. Subject:Noise abatement.
  22. Subject:Online systems.
  23. Subject:Programmable logic controllers.
  24. Subject:Speech communication.
  25. Subject:Speech intelligibility.
  26. Subject:Speech enhancement.
  27. Added Entry:Ghorshi, S.
  28. Added Entry:Sarafnia, A.
  29. Added Entry:Sharif University of Technology.
  30. Added Entry:55th International Symposium ELMAR 2013; Zadar; Croatia; 25 September 2013 through 27 September 2013; Category numberCFP13825-PRT
  31. Source: Proceedings Elmar - International Symposium Electronics in Marine ; 2013 , Pages 207-210 ; 13342630 (ISSN); 9789537044145 (ISBN)
  32. Web Site:http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6658353&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6658353

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