Title :
Two-channel signal detection and speech enhancement based on the transient beam-to-reference ratio
Author :
Cohen, Israel ; Berdugo, Baruch
Author_Institution :
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Abstract :
In reverberant and noisy environments, multichannel systems are designed for spatially filtering interfering signals coming from undesired directions. In case of incoherent or diffuse noise fields, beamforming alone does not provide sufficient noise reduction, and post-filtering is normally required. In this paper, we present a two-channel post-filtering approach for signal detection and speech enhancement. A mild assumption is made, that a desired signal component is stronger at the beamformer output than at the reference noise signal, and a noise component is stronger at the reference signal. The ratio between the transient power at the beamformer output and the transient power at the reference noise signal is used for indicating whether such a transient is desired or interfering. Experimental results demonstrate the usefulness of the proposed approach in a car environment.
Keywords :
echo suppression; reverberation; signal detection; spatial filters; speech enhancement; car environment; post-filtering; reverberant environments; spatial filtering; speech enhancement; transient beam-to-reference ratio; two-channel signal detection; Array signal processing; Filtering; Noise cancellation; Noise reduction; Recursive estimation; Signal design; Signal detection; Signal to noise ratio; Speech enhancement; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199911