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
Link To Document