The Journal of the Acoustical Society of Korea
- Volume 15 Issue 1E
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- Pages.34-38
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- 1996
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- 1225-4428(pISSN)
Fast Voronoi Divider for VQ Code book Designs
- Jang, Gang-Yi (School of Electrical Eng., Ajou University) ;
- Choi, Tae-Young (School of Electrical Eng., Ajou University)
- Published : 1996.03.01
Abstract
In this paper, a new fast voronoi divider for vector quantization (VQ) is introduced, which results from Theorem that the nearest vectors in the sense of minimum mean square error(MMSE) have almost the same mean values of their elements. An improved splitting method for a VQ codebook design using the fast voronoi divider is also presented. Experimental results show that the new method reduces the complexity of training a VQ codebook several times with a high signal to noise ratio(SNR) using an appropriate extensive parameter of codebook.
Keywords