Title :
Multi-channel psychoacoustically motivated speech enhancement
Author :
Rosca, Justinian ; Balan, Radu ; Beaugeant, Christophe
Author_Institution :
Multimedia & Video Technol., Siemens Corp. Res., Princeton, NJ, USA
Abstract :
Multi-channel techniques offer advantages in noise reduction and overall output signal quality when compared to the well studied mono approaches. We present an original multi-channel psychoacoustically motivated noise reduction algorithm that naturally extends the single channel psychoacoustic masking filter previously studied (see Gustafsson, S. et al., ICASSP, p.873-6, 1999). The optimality criterion is designed to satisfy the psychoacoustic masking principle and to minimize the signal total distortion simultaneously. In experiments on real data recorded in a noisy car environment, we show the enhanced performance of the two-channel solution in terms of artifacts and overall tradeoff between artifacts and the amount of noise removed as given by word recognition rates.
Keywords :
acoustic noise; array signal processing; hearing; interference suppression; minimisation; random noise; speech enhancement; masking filter; microphone array signals; multi-channel noise reduction; noisy car environment; psychoacoustically motivated speech enhancement; signal distortion minimization; word recognition rate; Acoustic noise; Array signal processing; MONOS devices; Microphones; Noise reduction; Psychoacoustic models; Psychology; 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.2003.1198722