Title :
Stochastic-algebraic wideband LSF quantization
Author :
Ragot, Stéphane ; Lefebvre, R. ; Salami, Redwan ; Adoul, Jean-Pierre
Author_Institution :
Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que., Canada
Abstract :
This paper describes a fixed-rate quantizer using algebraic techniques as well as conventional stored codebooks to represent the wideband line spectral frequencies (LSF). It is based on two-stage split vector quantization with random and lattice codebooks in the first and second stage, respectively. We investigate the use of variable bit allocation in lattice quantization in order to capture outliers and reduce the overload distortion in spectral quantization, particularly for non-speech signals. Experimental results show that a variable bit allocation in split quantization yields performances slightly better than a fixed allocation at the same rate
Keywords :
algebraic codes; linear predictive coding; speech coding; stochastic processes; vector quantisation; LSF quantization; fixed-rate quantizer; lattice codebooks; lattice quantization; non-speech signals; outliers; random codebooks; spectral quantization; speech coding; split quantization; stochastic-algebraic structure; two-stage split vector quantization; variable bit allocation; wideband line spectral frequencies; Bandwidth; Bit rate; Distortion; Frequency; Lattices; Narrowband; Sampling methods; Speech coding; Vector quantization; Wideband;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.859173