DocumentCode
695554
Title
Robust dual-channel noise power spectral density estimation
Author
Jeub, Marco ; Nelke, Christoph ; Kruger, Hauke ; Beaugeant, Christophe ; Vary, Peter
Author_Institution
Inst. of Commun. Syst. & Data Process. (ind), RWTH Aachen Univ., Aachen, Germany
fYear
2011
fDate
Aug. 29 2011-Sept. 2 2011
Firstpage
2304
Lastpage
2308
Abstract
In this paper, we propose a novel noise power spectral density (PSD) estimator which is beneficial for speech enhancement systems with two microphones in diffuse noise environments. The algorithm has a low computational complexity and requires low memory usage. The main advantage is that arbitrary models of the noise field coherence can be employed and a scalable extension of existing single-channel speech enhancement systems to dual channels is also possible. Experiments demonstrate with simulated and measured data that the proposed algorithm outperforms related algorithms in diffuse noise conditions.
Keywords
computational complexity; estimation theory; speech enhancement; PSD estimation; computational complexity; diffuse noise environment; microphone; robust dual-channel noise power spectral density estimation; single-channel speech enhancement system; Coherence; Microphones; Noise measurement; Signal to noise ratio; Speech; Speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2011 19th European
Conference_Location
Barcelona
ISSN
2076-1465
Type
conf
Filename
7073865
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