DocumentCode :
1871702
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
Volume :
3
fYear :
2003
fDate :
6-9 July 2003
Abstract :
Multichannel techniques offer advantages in noise reduction and overall output signal quality when compared to the well studied mono approaches. In this paper we present an original multichannel psychoacoustically motivates noise reduction algorithm that naturally extends the single channel psychoacoustic masking filter previously studied in the literature [S. Gustafsson et al., 1999]. The optimality criterion is designed to simultaneously satisfy the psychoacoustic masking principle and minimize the signal total distortion. 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 amount of noise removed as given by word recognition rates.
Keywords :
acoustic noise; interference suppression; minimisation; speech enhancement; multichannel psychoacoustic; noise reduction; optimality criterion; real data recorded; signal total distortion; single channel psychoacoustic masking filter; speech enhancement; Acoustic noise; Array signal processing; MONOS devices; Microphones; Noise reduction; Psychoacoustic models; Psychology; Signal to noise ratio; Speech enhancement; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
Type :
conf
DOI :
10.1109/ICME.2003.1221287
Filename :
1221287
Link To Document :
بازگشت