• DocumentCode
    336754
  • Title

    An adaptive post-filtering technique based on the modified Yule-Walker filter

  • Author

    Mustapha, Azhar ; Yeldener, Suat

  • Author_Institution
    COMSAT Lab., Clarksburg, MD, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    15-19 Mar 1999
  • Firstpage
    197
  • Abstract
    This paper presents an adaptive time-domain post-filtering technique based on the modified Yule-Walker filter. Conventionally, post-filtering is derived from an original LPC spectrum. In general, this time-domain technique produces unpredictable spectral tilt that is hard to control by the modified LPC synthesis, inverse and high pass filtering and causes unnecessary attenuation or amplification of some frequency components that introduces muffling in speech quality. This effect increases when voice coders are tandemed together. Another approach of designing a post-filter was developed by McAulay and Quatieri (1991) which can only be used in sinusoidal based speech coders. We have also developed another new time-domain post-filtering technique. This technique eliminates the problem of spectral tilt in the speech spectrum and can be applied to various speech coders. The new post-filter has a flat frequency response at the formant peaks of the speech spectrum. Instead of looking at the modified LPC synthesis, inverse, and high pass filtering in the conventional time-domain technique, we gather information about the poles of the LPC spectrum in the new technique. This post-filtering technique has been used in a 4 kb/s harmonic excitation linear predictive coder (HE-LPC) and a subjective listening tests have indicated that this technique outperforms the conventional one in both one and two tandem connections
  • Keywords
    adaptive filters; adaptive signal processing; filtering theory; frequency response; linear predictive coding; poles and zeros; spectral analysis; speech coding; time-domain analysis; vocoders; 4 kbit/s; LPC spectrum; adaptive time-domain post-filtering; flat frequency response; formant peaks; harmonic excitation linear predictive coder; modified LPC synthesis; modified Yule-Walker filter; poles; sinusoidal based speech coders; spectral tilt; speech quality; speech spectrum; subjective listening tests; tandem connections; voice coders; Adaptive filters; Attenuation; Frequency response; Frequency synthesizers; Information filtering; Information filters; Linear predictive coding; Power harmonic filters; Speech synthesis; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
  • Conference_Location
    Phoenix, AZ
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-5041-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1999.758096
  • Filename
    758096