• DocumentCode
    387955
  • Title

    Enhancement of noisy speech by forward/Backward adaptive digital filtering

  • Author

    Kim, J.W. ; Un, C.K.

  • Author_Institution
    Korea Advanced Institute of Science and Technology, Seoul, Korea
  • Volume
    11
  • fYear
    1986
  • fDate
    31503
  • Firstpage
    89
  • Lastpage
    92
  • Abstract
    In this paper, a forward/backward adaptive digital filtering method is studied for the enhancement of noisy speech. The enhancing algorithm uses future samples as well as previous samples to estimate a current sample, and utilizes the correlational property of speech. It is effective for the enhancement of narrow-band as well as wide-band noisy speech. To improve the enhancing capability further, its modified version is also considered. This modified algorithm, of which structure is relatively simple, works for any kind of additive noise, and results in signal-to-noise ratio gain over existing enhancement algorithms by about 2 dB.
  • Keywords
    Adaptive filters; Additive noise; Background noise; Degradation; Digital filters; Filtering algorithms; Parameter estimation; Signal to noise ratio; Speech enhancement; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1986.1169117
  • Filename
    1169117