Title :
An extension of the Herault-Jutten network to signals including delays for blind separation
Author :
Nomura, Tatsuya ; Eguchi, Masaki ; Niwamoto, Hiroaki ; Kokubo, Hurnio ; Miyamoto, Masayuki
Author_Institution :
ATR Human Inf. Process. Res. Labs., Kyoto, Japan
Abstract :
Many neural networks for the blind separation problem have recently been proposed. However, in most of them, delays on input signals to networks are not considered. In this paper, we propose an extension of the network of Jutten and Herault (1991) that is applied to input signals including delays. Moreover, we present results of comparative simulations between the original Herault-Jutten network and our method for cases where the input signals are direct signals from sources and delay signals, such as reflections off walls
Keywords :
delays; neural nets; signal processing; Herault-Jutten network; blind separation; input signal delays; neural networks; Delay; Energy conversion; Equations; Humans; Information processing; Laboratories; Microphones; Neural networks; Signal processing; Speech;
Conference_Titel :
Neural Networks for Signal Processing [1996] VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop
Conference_Location :
Kyoto
Print_ISBN :
0-7803-3550-3
DOI :
10.1109/NNSP.1996.548374