DocumentCode
387955
Title
Enhancement of noisy speech by forward/Backward adaptive digital filtering
Author
Kim, J.W. ; Un, C.K.
Author_Institution
Korea Advanced Institute of Science and Technology, Seoul, Korea
Volume
11
fYear
1986
fDate
31503
Firstpage
89
Lastpage
92
Abstract
In this paper, a forward/backward adaptive digital filtering method is studied for the enhancement of noisy speech. The enhancing algorithm uses future samples as well as previous samples to estimate a current sample, and utilizes the correlational property of speech. It is effective for the enhancement of narrow-band as well as wide-band noisy speech. To improve the enhancing capability further, its modified version is also considered. This modified algorithm, of which structure is relatively simple, works for any kind of additive noise, and results in signal-to-noise ratio gain over existing enhancement algorithms by about 2 dB.
Keywords
Adaptive filters; Additive noise; Background noise; Degradation; Digital filters; Filtering algorithms; Parameter estimation; Signal to noise ratio; Speech enhancement; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
Type
conf
DOI
10.1109/ICASSP.1986.1169117
Filename
1169117
Link To Document