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Robust coefficients of a higher order AR modelling in a speech enhancement system using parameterized Wiener filtering

Authors :
E. Masgrau
J. Estarellas
X. Jove
Josep M. Salavedra
A. Moreno
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla
Source :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname, Scopus-Elsevier
Publication Year :
1994
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 1994.

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.

Details

Language :
English
Database :
OpenAIRE
Journal :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname, Scopus-Elsevier
Accession number :
edsair.doi.dedup.....82774d14d4cf501bac50150a57f09829