• DocumentCode
    2240668
  • Title

    Lattice CELP for low bit rate speech coding

  • Author

    Tavatia, Sanjeev ; Porayath, Rajiv ; Doherty, John F.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Eng., Iowa State Univ., Ames, IA, USA
  • fYear
    1994
  • fDate
    2-5 Oct 1994
  • Firstpage
    703
  • Abstract
    Proposes a CELP coder based on lattice codebooks to achieve toll quality speech at low bit rates. The new CELP coder allocates more bits for the codebook index allowing for larger codebooks which provide better speech quality as quantization levels increase. To allocate more bits for the codebook index the authors use backward adaptation to update a 10-th order LPC predictor. The LPC coefficients are computed using a modified Barnwell recursive window and the autocorrelation method of LPC analysis. A three tap pitch predictor is used for pitch synthesis. Spherical lattice codebooks have a regular structure which is exploited to greatly improve the efficiency of the search algorithm and because of the regular structure the excitation codebook need not be stored at the transmitter or the receiver. Speech frames of 20 msec and 160 samples are encoded at a bit rate of 4 kbps and the speech quality is studied and results compared with the LBG and the Gaussian codebooks
  • Keywords
    Gaussian processes; correlation methods; linear predictive coding; search problems; speech coding; 10-th order LPC predictor; 4 kbit/s; Gaussian codebooks; LPC analysis; autocorrelation method; backward adaptation; excitation codebook; lattice CELP; lattice codebooks; low bit rate speech coding; modified Barnwell recursive window; pitch synthesis; quantization levels; search algorithm; speech frames; spherical lattice codebooks; three tap pitch predictor; toll quality speech; Bit rate; Filters; Lattices; Linear predictive coding; Pulse modulation; Quantization; Speech coding; Speech synthesis; Technological innovation; Transmitters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Military Communications Conference, 1994. MILCOM '94. Conference Record, 1994 IEEE
  • Conference_Location
    Fort Monmouth, NJ
  • Print_ISBN
    0-7803-1828-5
  • Type

    conf

  • DOI
    10.1109/MILCOM.1994.473880
  • Filename
    473880