DocumentCode
695553
Title
Blind estimation of the coherent-to-diffuse energy ratio from noisy speech signals
Author
Jeub, Marco ; Nelke, Christoph ; Beaugeant, Christophe ; Vary, Peter
Author_Institution
Inst. of Commun. Syst. & Data Process., RWTH Aachen Univ., Aachen, Germany
fYear
2011
fDate
Aug. 29 2011-Sept. 2 2011
Firstpage
1347
Lastpage
1351
Abstract
A novel dual-channel algorithm is proposed which estimates the coherent-to-diffuse energy ratio (CDR) of background noise in mixed noise fields. The algorithm is based on an estimate of the noise field coherence from a noisy speech signal and a subsequent minima tracking in order to increase the estimation accuracy even in the presence of speech. The obtained CDR estimate can be used, e.g., for the acoustic environment classification in hearing aids or to control speech enhancement algorithms such as noise reduction or speech dereverberation. Besides, the approach can be used to calculate an estimate of the direct-to-reverberant energy ratio (DRR) blindly from reverberant speech signals.
Keywords
speech enhancement; CDR; DRR; acoustic environment classification; blind estimation; coherent-to-diffuse energy ratio; direct-to-reverberant energy ratio; estimation accuracy; hearing aids; mixed noise fields; noise reduction; noisy speech signals; reverberant speech signals; speech dereverberation; speech enhancement algorithms; subsequent minima tracking; Coherence; Estimation; Frequency estimation; Noise; Noise measurement; Signal processing algorithms; Speech;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2011 19th European
Conference_Location
Barcelona
ISSN
2076-1465
Type
conf
Filename
7073864
Link To Document