DocumentCode :
1650532
Title :
Noise-robust reverberation time estimation using spectral decay distributions with reduced computational cost
Author :
Eaton, Jayne ; Gaubitch, Nikolay D. ; Naylor, Patrick A.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
fYear :
2013
Firstpage :
161
Lastpage :
165
Abstract :
Reverberation Time (T60) is an important measure of the acoustic properties of a room. It can provide information about the acoustic environment, the intelligibility, and quality of speech recorded in the room, and help improve the performance of speech processing algorithms with reverberant speech. Where the acoustic impulse response of the room is not available, the T60 must be estimated non-intrusively from reverberant speech. State-of-the-art non-intrusive T60 estimators have been shown to be strongly biased in the presence of noise. We describe a novel T60 estimation algorithm based on spectral decay distributions that provides robustness to additive noise for a range of realistic noise types for signal-to-noise ratios in the range 0 to 35 dB and T60s between 200 and 950 ms. The proposed method also has much reduced computational cost.
Keywords :
cost reduction; estimation theory; reverberation; spectral analysis; speech enhancement; acoustic impulse response; acoustic properties; additive noise; computational cost reduction; noise-robust reverberation time estimation; nonintrusive estimators; recorded speech quality; reverberant speech; reverberation time; signal-to-noise ratios; spectral decay distributions; speech processing algorithms; Estimation error; Reverberation; Signal to noise ratio; Speech; Time-frequency analysis; SNR; reverberation time; speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6637629
Filename :
6637629
Link To Document :
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