DocumentCode :
1483990
Title :
Estimating Direct-to-Reverberant Energy Ratio Using D/R Spatial Correlation Matrix Model
Author :
Hioka, Yusuke ; Niwa, Kenta ; Sakauchi, Sumitaka ; Furuya, Ken´ichi ; Haneda, Yoichi
Author_Institution :
NTT Cyber Space Labs., NTT Corp., Tokyo, Japan
Volume :
19
Issue :
8
fYear :
2011
Firstpage :
2374
Lastpage :
2384
Abstract :
We present a method for estimating the direct-to-reverberant energy ratio (DRR) that uses a direct and reverberant sound spatial correlation matrix model (Hereafter referred to as the spatial correlation model). This model expresses the spatial correlation matrix of an array input signal as two spatial correlation matrices, one for direct sound and one for reverberation. The direct sound propagates from the direction of the sound source but the reverberation arrives from every direction uniformly. The DRR is calculated from the power spectra of the direct sound and reverberation that are estimated from the spatial correlation matrix of the measured signal using the spatial correlation model. The results of experiment and simulation confirm that the proposed method gives mostly correct DRR estimates unless the sound source is far from the microphone array, in which circumstance the direct sound picked up by the microphone array is very small. The method was also evaluated using various scales in simulated and actual acoustical environments, and its limitations revealed. We estimated the sound source distance using a small microphone array, which is an example of application of the proposed DRR estimation method.
Keywords :
array signal processing; correlation methods; estimation theory; microphone arrays; reverberation; D/R spatial correlation matrix; DRR estimation; acoustical environments; array input signal; direct sound spatial correlation matrix; direct-to-reverberant energy ratio; microphone array; power spectra; reverberant sound spatial correlation matrix; sound source; Arrays; High definition video; Loudspeakers; Microphones; Microwave integrated circuits; Reflection; D/R spatial correlation matrix model; Direct-to-reverberation energy ratio (DRR); microphone array; sound source distance;
fLanguage :
English
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1558-7916
Type :
jour
DOI :
10.1109/TASL.2011.2134091
Filename :
5740580
Link To Document :
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