Title :
Speech enhancement and source separation supported by negative beamforming filtering
Author :
Álvarez, A. ; Gomez, P. ; Nieto, V. ; Martinez, R. ; Rodellar, K.
Author_Institution :
Dept. de Arquitectura y Tecnologia de Sistemas Informaticos, Univ. Politecnica de Madrid, Madrid, Spain
Abstract :
Beamforming filtering techniques are well known for their angular selectivity in speech enhancement applications with noisy backgrounds. Besides, first order differential beamformers achieve an important advantage compared with classical array structures: the lower number of signal sensors (microphones) required (see Elko, G.W., 1996). The scheme that we propose combines two techniques: FOD beamforming and spectral subtraction. These methods may be used to eliminate or enhance one or several signals/sources coming from different locations through the use of a simple FOD array. The fundamentals of negative () array processing are reviewed and some results obtained in a real environment are also included. The simplicity of the audio acquisition equipment allows building end-user products at a reasonable cost. Applications of this system may be found in speech enhancement for communication channels and robust speech recognition methods for surveillance systems or demotic control.
Keywords :
acoustic noise; array signal processing; audio signal processing; band-pass filters; source separation; spectral analysis; speech enhancement; angular selectivity; array processing; audio acquisition equipment; communication channels; demotic control; first order differential beamformers; negative array processing; negative beamforming filtering; noisy backgrounds; robust speech recognition; source separation; spectral subtraction; speech enhancement; surveillance systems; Array signal processing; Communication channels; Costs; Filtering; Microphone arrays; Robust control; Sensor arrays; Source separation; Speech enhancement; Speech recognition;
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
DOI :
10.1109/ICOSP.2002.1181060