• DocumentCode
    3018339
  • Title

    A speech enhancement method based on Kalman filtering

  • Author

    Paliwal, K.K. ; Basu, Anjan

  • Author_Institution
    Tata Institute of Fundamental Research, Bombay, India
  • Volume
    12
  • fYear
    1987
  • fDate
    31868
  • Firstpage
    177
  • Lastpage
    180
  • Abstract
    In this paper, the problem of speech enhancement when only corrupted speech signal is available for processing is considered. For this, the Kalman filtering method is studied and compared with the Wiener filtering method. Its performance is found to be significantly better than the Wiener filtering method. A delayed-Kalman filtering method is also proposed which improves the speech enhancement performance of Kalman filter further.
  • Keywords
    Delay; Equations; Filtering; Kalman filters; Signal processing; Speech enhancement; Speech processing; State estimation; White noise; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1987.1169756
  • Filename
    1169756