DocumentCode
2340892
Title
A perceptual based input decorrelation for monophonic acoustic echo cancellation
Author
Essafi, Kawther ; Ben, Somers
Author_Institution
Res. unit TECHTRA, Ecole Super. des Commun. de Tunis, Ariana
fYear
2008
fDate
7-9 Nov. 2008
Firstpage
1
Lastpage
4
Abstract
In this paper, we focus on the problem of convergence rate acceleration of adaptative algorithms in case of high correlated input signals. More precisely, we propose a new method for input signal decorrelation without any modification of the auditive quality. This method consists in adding, to the input signal, a suitable noise: it is then a solution based on the watermarking concept, where the purpose of the mark is to reduce the watermarked signal correlation. The main advantage is that no external data is used since the watermark is extracted from the masking curve. Furthermore, it is processed by a prewhitening filter in order to improve the watermarked signal correlation properties. We describe this method in some details and we show that the correlation is well reduced. The application of this method to the acoustic echo cancellation (AEC) in the mono-channel case shows a significant convergence rate improvement, when compared to that of other methods using auditory masking properties.
Keywords
acoustic signal processing; decorrelation; echo suppression; filtering theory; watermarking; white noise; adaptative algorithms; auditory masking; convergence rate acceleration; decorrelation; monophonic acoustic echo cancellation; noise addition; prewhitening filter; signal correlation; watermarking; Acceleration; Acoustic applications; Convergence; Data mining; Decorrelation; Echo cancellers; Filters; Noise reduction; Signal processing; Watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Circuits and Systems, 2008. SCS 2008. 2nd International Conference on
Conference_Location
Monastir
Print_ISBN
978-1-4244-2627-0
Electronic_ISBN
978-1-4244-2628-7
Type
conf
DOI
10.1109/ICSCS.2008.4746938
Filename
4746938
Link To Document