• DocumentCode
    1454176
  • Title

    Efficient pitch filter encoding for variable rate speech processing

  • Author

    McClellan, Stan ; Gibson, Jerry D. ; Rutherford, B. Keith

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Alabama Univ., Birmingham, AL, USA
  • Volume
    7
  • Issue
    1
  • fYear
    1999
  • fDate
    1/1/1999 12:00:00 AM
  • Firstpage
    18
  • Lastpage
    29
  • Abstract
    Analysis-by-synthesis techniques are used in a wide variety of speech coding standards and applications for rates below 16 kbps. The presence of a long-term predictor, commonly known as the adaptive codebook, is critical to coder performance at the lower rates. Unfortunately, the encoding rate and computational requirements for high-quality encoding of pitch filter parameters can be excessive. Several popular approaches explore the trade-off between predictor order, allocated bit rate, and computational requirements for long-term predictor optimization. We investigate the relative performance of several long-term predictor structures and present a new approach to vector quantization of the pitch filter coefficients having a subjective quality equivalent to other schemes, but at a lower coding rate and requiring significantly less closed-loop computation. The performance is evaluated in a variable-rate CELP coder at an average rate of 2 kbps and in Federal Standard 1016 CELP
  • Keywords
    adaptive codes; filtering theory; linear predictive coding; optimisation; speech coding; speech synthesis; variable rate codes; vector quantisation; 2 kbit/s; Federal Standard 1016 CELP; adaptive codebook; allocated bit rate; analysis-by-synthesis techniques; closed-loop computation; coder performance; coding rate; computational requirements; encoding rate; long-term predictor; long-term predictor optimization; pitch filter coefficients; pitch filter encoding; pitch filter parameters; predictor order; speech coding standards; subjective quality; variable rate speech processing; variable-rate CELP coder; vector quantization; Bandwidth; Bit rate; Code standards; Encoding; Filters; Speech analysis; Speech coding; Speech processing; Testing; Vector quantization;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.736327
  • Filename
    736327