DocumentCode
2809047
Title
Estimating direct-to-reverberant energy ratio based on spatial correlation model segregating direct sound and reverberation
Author
Hioka, Yusuke ; Niwa, Kenta ; Sakauchi, Sumitaka ; Furuya, Ken´ichi ; Haneda, Yoichi
Author_Institution
NTT Cyber Space Labs., NTT Corp., Tokyo, Japan
fYear
2010
fDate
14-19 March 2010
Firstpage
149
Lastpage
152
Abstract
A new approach for estimating the direct-to-reverberant energy ratio (DRR) using a microphone array is proposed. The method is based on a model of a spatial correlation matrix that segregates direct sound and reverberation. It estimates DRR from the power spectra of both components, which are derived from the correlation matrix of the observed signal. In experiments performed in simulated and actual reverberant environments, the proposed method mostly succeeded in estimating DRR accurately. We also present speech enhancement using binary masking as an example of an application of the estimated DRR. By utilization of the DRR as a factor to discriminate the distances of speakers, separation of speech signals whose sources were located in the same direction but at different distances was achieved.
Keywords
microphone arrays; reverberation; source separation; speech; speech enhancement; speech intelligibility; direct sound; direct-to-reverberant energy ratio; masking; microphone array; reverberation; spatial correlation matrix; speakers; speech enhancement; speech signal separation; Acoustic reflection; Auditory system; Degradation; Humans; Laboratories; Loudspeakers; Microphone arrays; Performance evaluation; Reverberation; Speech enhancement; direct-to-reverberant energy ratio; microphone array; sound source distance; spatial correlation matrix; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location
Dallas, TX
ISSN
1520-6149
Print_ISBN
978-1-4244-4295-9
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2010.5496103
Filename
5496103
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