Title :
Switched scalar quantization of a speech signal using forward and backward adaptation
Author :
Peric, Zoran H. ; Stoimenov, Leonid V. ; Nikolic, Jelena ; Petkovic, Goran M.
Author_Institution :
Fac. of Electron. Eng., Univ. of Nis, Nis, Serbia
Abstract :
This paper analyzes the switched models of the nonuniform scalar quantization of a speech signal adapted to the average power of a signal. A comparision of the proposed switched quantizers´ performances for the forward and the backward techniques of adaptation in a wide range of signal variance is also presented in the paper. An analysis of the experimental results and the proposed criteria for the models and parameters selection of the quantizer design is conducted with the aim to achieve the highest possible speech signal quality.
Keywords :
quantisation (signal); speech processing; backward adaptation; forward adaptation; nonuniform scalar quantization; quantizer design; signal variance; speech signal quality; switched models; switched quantizers performances; switched scalar quantization; Adaptation models; Correlation; Dynamic range; Quantization; Speech; Speech coding; Switches; backward adaptation; forward adaptation; speech signal processing; switched scalar nonuniform quantization;
Conference_Titel :
Telecommunication in Modern Satellite Cable and Broadcasting Services (TELSIKS), 2011 10th International Conference on
Conference_Location :
Nis
Print_ISBN :
978-1-4577-2018-5
DOI :
10.1109/TELSKS.2011.6112024