• DocumentCode
    2583562
  • Title

    A new perceptually weighted distance measure for VQ of the STFT parameters of the speech

  • Author

    Doost, R. ; Sayyadian, A. ; Shamsi, H.

  • Author_Institution
    Electr. Fac., Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2009
  • fDate
    18-23 May 2009
  • Firstpage
    1434
  • Lastpage
    1436
  • Abstract
    In this paper, a new perceptually weighted Euclidean distance function is proposed for the VQ of the speech signal. It employs a logarithmic preprocessing and utilizes the listening characteristics of the ear for the definition of the perceptually weighted Euclidean distance function. Simulation results show that the proposed VQ process has less spectral distortion than its conventional Euclidean counterpart does.
  • Keywords
    speech processing; Euclidean distance function; STFT process; VQ process; logarithmic preprocessing; perceptually weighted distance measure; speech signal; Dynamic range; Ear; Electric variables measurement; Euclidean distance; Frequency; Mathematical model; Speech processing; Training data; Vector quantization; Weight measurement; Euclidean distance function; STFT; Spectral Distortion (SD); VQ;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    EUROCON 2009, EUROCON '09. IEEE
  • Conference_Location
    St.-Petersburg
  • Print_ISBN
    978-1-4244-3860-0
  • Electronic_ISBN
    978-1-4244-3861-7
  • Type

    conf

  • DOI
    10.1109/EURCON.2009.5167828
  • Filename
    5167828
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2583562