Title :
Direct-to-Reverberant Ratio estimation using a null-steered beamformer
Author :
Eaton, James ; Moore, Alastair H. ; Naylor, Patrick A. ; Skoglund, Jan
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
Abstract :
Reverberation affects the quality and intelligibility of distant speech recorded in a room. Direct-to-Reverberant Ratio (DRR) is a useful measure for assessing the acoustic configuration and can be used to inform dereverberation algorithms. We describe a novel DRR estimation algorithm applicable where the signal was recorded with two or more microphones, such as mobile communications devices and laptops. The method uses a null-steered beamformer. In simulations the proposed method yields accurate DRR estimates to within ±4 dB across a wide variety of room sizes, reverberation times and source-receiver distances. It is also shown that the proposed method is more robust to background noise than a baseline approach. The best estimation accuracy is obtained in the region from -5 to 5 dB which is a relevant range for portable devices.
Keywords :
array signal processing; reverberation; speech intelligibility; acoustic configuration; direct-to-reverberant ratio estimation; distant speech; novel DRR estimation algorithm; null-steered beamformer; reverberation times; room sizes; source-receiver distances; speech intelligibility; speech quality; Estimation; Microphones; Noise; Reverberation; Speech; Speech processing; beamforming; speech dereverberation; speech enhancement;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7177929