Title :
Lattice quantizers in speech coding
Author :
Brehm, E. ; Herbert, M.
Author_Institution :
Lehrstuhl fuer Nachrichtentech., Erlangen-Nurnberg Univ., West Germany
Abstract :
Based on the theory of spherically invariant random processes, which are excellent models for speech signals, an algorithm is deduced that maps the signal into vectors with uniformly distributed components. Thus for the first time lattice quantizers can be used for optimal encoding of speech signals. Experimental results are presented, taken from modeled as well as real speech signals. The mapping effect is illustrated, and the quantizers are rated with regard to their performance
Keywords :
encoding; speech analysis and processing; lattice quantizers; mapping effect; optimal encoding; speech coding; spherically invariant random processes; Application software; Computational complexity; Distortion measurement; Encoding; Laplace equations; Lattices; Signal design; Signal mapping; Speech coding; Vector quantization;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266383