Audio signal processing by neural networks

In this paper a review of architectures suitable for nonlinear real-time audio signal processing is presented. The computational and structural complexity of neural networks (NNs) represent in fact, the main drawbacks that can hinder many practical NNs multimedia applications. In particular efficien...

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Bibliographic Details
Published in:	Neurocomputing (Amsterdam) Vol. 55; no. 3; pp. 593 - 625
Main Author:	Uncini, Aurelio
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2003
Subjects:	Neural networks for signal processing Nonlinear audio signal processing Physical model sound synthesis Signal predistortion Signal recovery Speech enhancement Spline neural networks Subband adaptive nonlinear filters Subband adaptive nonlinear filters Physical model sound synthesis Spline neural networks Speech enhancement Neural networks for signal processing Nonlinear audio signal processing Signal recovery Signal predistortion
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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