• DocumentCode
    968125
  • Title

    Codebook design for trellis quantization using simulated annealing

  • Author

    Nassar, Carl Rudolph ; Soleymani, Mohammad Reza

  • Author_Institution
    Dept. of Electr. Eng., McGill Univ., Montreal, Que., Canada
  • Volume
    1
  • Issue
    4
  • fYear
    1993
  • fDate
    10/1/1993 12:00:00 AM
  • Firstpage
    400
  • Lastpage
    404
  • Abstract
    Two methods for applying simulated annealing to the trellis quantization codebook design problem are proposed. The results presented for both a Gauss-Markov source and speech samples indicate that the resulting design with simulated annealing is independent of the initial codebook. Moreover, the results are consistent with the generalized Lloyd algorithm with an initial codebook generated using the extension method. This suggests that the extension method is an effective initial codebook selection method
  • Keywords
    simulated annealing; speech coding; trellis codes; Gauss-Markov source; codebook design problem; extension method; generalized Lloyd algorithm; simulated annealing; speech samples; trellis quantization; Algorithm design and analysis; Code standards; Decoding; Design methodology; Gaussian processes; Quantization; Read only memory; Shift registers; Simulated annealing; Student members;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.242485
  • Filename
    242485