• DocumentCode
    1472090
  • Title

    Joint optimization of LPC and closed-loop pitch parameters in CELP coders

  • Author

    Serizawa, Masahiro ; Gersho, Allen

  • Author_Institution
    C&C Media Res. Labs., NEC Corp., Kawasaki, Japan
  • Volume
    6
  • Issue
    3
  • fYear
    1999
  • fDate
    3/1/1999 12:00:00 AM
  • Firstpage
    52
  • Lastpage
    54
  • Abstract
    In code-excited linear prediction (CELP) coders, computation of linear prediction coefficient (LPC) parameters is generally performed open-loop, and subsequently the pitch predictor parameters are found for each subframe by a closed-loop search. To improve these two parameter sets we propose a new closed-loop joint search technique for joint optimization, called the joint pitch and LPC (JP-LPC) method. When applied to a reference CELP coder, performance gains include an overall improvement in segmental signal-to-noise ratio (SNR) of 0.61 dB and for subframes with high pitch periodicity, a gain of 0.83 dB.
  • Keywords
    linear predictive coding; optimisation; search problems; speech coding; 0.61 dB; 0.83 dB; CELP coders; JP-LPC method; LPC; closed-loop joint search technique; closed-loop pitch parameters; code-excited linear prediction; gain; joint optimization; joint pitch and LPC method; linear prediction coefficient; open-loop; performance; pitch periodicity; segmental signal-to-noise ratio; subframe; Distortion measurement; Linear predictive coding; Optimization methods; Performance gain; Power harmonic filters; Signal synthesis; Signal to noise ratio; Speech analysis; Speech coding; Speech synthesis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.744622
  • Filename
    744622