DocumentCode
3021462
Title
Recursive coding of spectrum parameters
Author
Samuelsson, Jonas ; Hedelin, Per
Author_Institution
Inf. Theory Lab., Chalmers Univ. of Technol., Goteborg, Sweden
fYear
1999
fDate
1999
Firstpage
37
Lastpage
39
Abstract
Estimates of optimal performance in terms of spectral distortion (SD) for first order time-recursive spectrum coders are presented. Extensions of high rate theory provides us with the formulas to calculate estimates and also tells us how to design coders with optimal VQ point density. For this purpose, the PDF of the current spectrum parameter vector, given the previous, is needed. This conditional PDF is obtained analytically from a model PDF for pairs of consecutive parameter vectors, based on Gaussian mixtures. The theory gives a lower bound of 16 bits to achieve 1 dB SD. Practical coders must base the adaptive codebook design on quantized previous vectors and experiments suggest that another 2-3 bits is needed to achieve 1 dB SD. Informal subjective tests indicate that transparent quality may be maintained at even lower rates
Keywords
Gaussian processes; adaptive codes; linear predictive coding; optimisation; probability; spectral analysis; speech coding; vector quantisation; Gaussian mixtures; LP coefficient vectors; adaptive codebook design; conditional PDF; experiments; first order time-recursive spectrum coders; high rate theory; informal subjective tests; lower bound; optimal VQ point density; optimal performance; recursive coding; spectral distortion; spectrum parameter vector; spectrum parameters; speech coding; transparent quality; Capacitive sensors; Cepstral analysis; Cepstrum; Delay; Density functional theory; Distortion measurement; Filters; Predictive models; Quantization; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Speech Coding Proceedings, 1999 IEEE Workshop on
Conference_Location
Porvoo
Print_ISBN
0-7803-5651-9
Type
conf
DOI
10.1109/SCFT.1999.781476
Filename
781476
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