• DocumentCode
    1894096
  • Title

    On the use of direct vector quantization in LPC-based analysis-by-synthesis coding systems

  • Author

    Shoham, Yair

  • Author_Institution
    AT&T Bell Lab., Murray Hill, NJ, USA
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    5
  • Abstract
    It is shown that, within the framework of LPC (linear predictive coding)-based analysis-by-synthesis coding, the codebook search can be implemented without the filtering operation, thus alleviating the complexity problem and allowing the quantizer to be structured for fast-search quantization. In the proposed scheme, the vector quantizer bypasses the filter and direct-vector-quantization (DVQ) is used for quantizing the input vectors. It is demonstrated that this algorithm performs as well as (if not better than) the conventional analysis-by-synthesis system for short-frame (low delay) applications. Although the DVQ may be significantly less complex (depending on the type of fast-search VQ used), its signal-to-noise ratio and perceptual performance are the same as those of the conventional low-delay CELP (codebook-excited linear prediction)
  • Keywords
    data compression; encoding; filtering and prediction theory; speech analysis and processing; CELP; LPC-based analysis-by-synthesis coding; codebook search; codebook-excited linear prediction; direct vector quantization; fast-search quantization; input vectors; linear predictive coding; low delay; perceptual performance; short-frame applications; signal-to-noise ratio; speech coding; Algorithm design and analysis; Filtering; Linear predictive coding; Matched filters; Nonlinear filters; Signal processing algorithms; Signal synthesis; Speech coding; Speech synthesis; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150265
  • Filename
    150265