• DocumentCode
    850188
  • Title

    Temporal decomposition based on a rate-distortion criterion

  • Author

    Lee, Ki-Seung

  • Author_Institution
    Dept. of Electron. Eng., Konkuk Univ., Seoul, South Korea
  • Volume
    11
  • Issue
    1
  • fYear
    2004
  • Firstpage
    33
  • Lastpage
    35
  • Abstract
    This letter addresses a temporal decomposition (TD) technique that is based on a rate-distortion criterion. In the proposed TD scheme, a set of interpolation functions is constructed from a given training corpus, and the optimum target points are found in the sense of minimizing, not only spectral distortion, but also bit rates. The results of the simulation show that an average spectral distortion of about 1.4 dB can be achieved at an average bit rate of about 8 bits/frame.
  • Keywords
    distortion; interpolation; minimisation; rate distortion theory; spectral analysis; speech processing; bit rates; interpolation functions; rate-distortion criterion; spectral distortion; spectral interpolation; speech signal decomposition; temporal decomposition; training corpus; Approximation error; Bit rate; Error analysis; Interpolation; Prototypes; Rate-distortion; Signal processing; Speech processing; Vectors;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2003.819356
  • Filename
    1255918