Title :
A Perspective on Frequency-Domain Beamformers in Room Acoustics
Author :
Habets, Emanuël A P ; Benesty, Jacob
Author_Institution :
Int. Audio Labs. Erlangen, Univ. of Erlangen-Nuremberg & Fraunhofer IIS, Erlangen, Germany
fDate :
3/1/2012 12:00:00 AM
Abstract :
Signals captured by a set of microphones in a speech communication system are mixtures of desired signals and noise. In this paper, a different perspective on frequency-domain beamformers in room acoustics is provided. Specifically, the observed noise signals are divided into coherent and incoherent signal components while no assumptions are being made regarding the number of coherent noise sources and the noise sound field. From this perspective, performance measures are defined and existing beamformers are deduced. In addition, a new and general tradeoff beamformer is proposed that enables a compromise between noise reduction and speech distortion on the one hand, and coherent noise versus incoherent noise reductions on the other hand. The presented performance evaluation shows how existing beamformers and the tradeoff beamformer perform in different scenarios.
Keywords :
acoustic distortion; acoustic noise; acoustic signal processing; architectural acoustics; array signal processing; microphones; speech processing; frequency-domain beamformers; incoherent signal components; microphones; noise reduction; room acoustics; speech communication system; speech distortion; Frequency domain analysis; Microphones; Narrowband; Noise reduction; Signal to noise ratio; Speech; Beamforming; Wiener; frequency domain; linearly constrained minimum variance (LCMV); minimum variance distortionless response (MVDR); noise reduction; speech enhancement; tradeoff;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2011.2169786