Title :
Robust coefficients of a higher order AR modelling in a speech enhancement system using parameterized Wiener filtering
Author :
Salavedra, Josep M. ; Masgrau, Enrique ; Moreno, Asunción ; Estarellas, John ; Jove, Xavier
Author_Institution :
Dept. of Signal Theory & Commun., Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
We study some speech enhancement algorithms based on the iterative Wiener filtering method due to Lim-Oppenheim (1978), where the AR spectral estimation of the speech is carried out using a second-order analysis. But in our algorithms we consider an AR estimation by means of cumulant analysis. This work extends some preceding papers due to the authors, providing a generalization of third- and fourth-order algorithms by means of adding two parameters in the general expression of Wiener filtering. These parameters allow a better control of their performance. Some results are presented considering AWGN but listening tests give similar performance when other noises (diesel engine) are considered
Keywords :
Gaussian noise; Wiener filters; autoregressive processes; higher order statistics; iterative methods; parameter estimation; spectral analysis; speech enhancement; white noise; AR spectral estimation; AWGN; algorithms; cumulant analysis; diesel engine; higher order AR modelling; listening tests; noises; parameterized Wiener filtering; performance; robust coefficients; second-order analysis; speech enhancement system; AWGN; Algorithm design and analysis; Filtering algorithms; Genetic expression; Iterative algorithms; Iterative methods; Robustness; Speech analysis; Speech enhancement; Wiener filter;
Conference_Titel :
Electrotechnical Conference, 1994. Proceedings., 7th Mediterranean
Conference_Location :
Antalya
Print_ISBN :
0-7803-1772-6
DOI :
10.1109/MELCON.1994.381142