Title :
A fast-search algorithm for the predictive split VQ of LPC parameters
Author :
Kang, Sangwon ; Son, Changyong ; Sung, Hosang
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Hanyang Univ., Ansan, South Korea
fDate :
5/1/2001 12:00:00 AM
Abstract :
A fast-search method is introduced to reduce the searching range of a codebook using the ordering property of LSF parameters. We apply the proposed fast-search method to the G.723.1 coder with the predictive split VQ structure. Simulation results indicate that using this fast-search method, the average searching range of the codebook can be reduced by 20.1% without degradation of the spectral distortion (SD) and additional increases of memories. The reduction of 20.1% in the average searching range results in the decrease of 19.1%, 20.1%, 19.4%, and 12.2% in the number of additions, subtractions, multiplies, and comparisons, respectively.
Keywords :
code standards; computational complexity; linear predictive coding; search problems; spectral analysis; speech coding; telecommunication standards; vector quantisation; G.723.1 coder; LPC parameters; LSF parameters; additions; average searching range; codebook; computational complexity; fast-search algorithm; multiplies; ordering property; predictive split VQ; searching range reduction; simulation results; spectral distortion; speech coding; subtractions; Associate members; Degradation; Filters; Frequency; Linear predictive coding; Prediction algorithms; Predictive coding; Speech coding; Speech synthesis; Vector quantization;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.922763