Title :
Performance comparison of split VQ and two-stage VQ-lattice VQ of LSP parameters in packet networks
Author :
Merazka, F. ; Berkani, D.
Author_Institution :
Lab. for Signal & Commun., Ecole Nationale Polytechnique, Algiers
Abstract :
In many speech coding systems, the LPC coefficients are transformed to the line spectrum pairs (LSP) parameters which are very effective representation for quantization of the LPC information. LSP representation consumes a large part of the total bit rate of the coder. Typically, the LSP are highly correlated from one frame to the next one, and a considerable reduction in bit rate can be achieved by exploiting this interframe correlation. However, interframe LSP coding can cause error propagation when frame erasures occur. In this paper, we compare the erasure performance of two intraframe quantization schemes namely a two-stage VQ-Lattice vector quantizer and a split vector quantizer based on the ITU G.723.1 standard coder. Our results show that a 24 bits/frame split vector quantizer improves the average of spectral distortion of the 24 bits/frame predictive split vector quantizer based on the ITU G.723.1 for different loss rates
Keywords :
linear predictive coding; speech coding; vector quantisation; ITU G.723.1 standard coder; LPC coefficients; LSP parameters; erasure performance; error propagation; interframe LSP coding; interframe correlation; intraframe quantization; line spectrum pairs; packet networks; spectral distortion; speech coding; split vector quantizer; total bit rate; two-stage VQ-lattice VQ; Bit rate; Code standards; Digital communication; Information filtering; Intelligent networks; Linear predictive coding; Quantization; Speech coding; Telephony; Vectors;
Conference_Titel :
Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
Conference_Location :
Cairo
Print_ISBN :
0-7803-8294-3
DOI :
10.1109/MWSCAS.2003.1562379