Title :
Decorrelation of input signals for stereophonic acoustic echo cancellation using the class of perceptual equivalence
Author :
Ben Aicha, Anis ; Ben Jebara, Sofia
Author_Institution :
Res. unit TECHTRA, Ecole Super. des Commun. de Tunis, Ariana, Tunisia
Abstract :
In communication systems using stereophonic signals, the high correlation of input signals decreases dramatically the behavior of acoustic echo cancelers (AEC´s) especially the misalignment between the estimated impulse response and the real impulse response of receiving room. In this paper, we focus on the decorrelation of input signals without any modification of auditive quality. Using perceptual properties, we show that it is possible to find a set of signals which are perceptually equivalent to input signals, in spite of their different spectral and temporal shapes. Hence, the `class of perceptual equivalence´ (CPE) is defined. It is an interval build in the frequency domain limited by two bounds: the upper bound of perceptual equivalence (UBPE) and the lower bound of perceptual equivalence (LBPE). These two bounds are used as perceptual transparent non linear transformations of input signals in order to decorrelate them. We show experimentally that the improvements yielded by this method are higher than those of classical non linear transformations.
Keywords :
acoustic signal processing; correlation methods; echo suppression; frequency-domain analysis; transient response; AEC; CPE; LBPE; UBPE; class of perceptual equivalence; communication systems; estimated impulse response; frequency domain; high input signal correlation; input signal decorrelation; lower bound of perceptual equivalence; perceptual transparent nonlinear transformations; spectral shapes; stereophonic acoustic echo cancellation; stereophonic signals; temporal shapes; upper bound of perceptual equivalence; Acoustics; Coherence; Correlation; Decorrelation; Masking threshold; Noise; Speech;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne