DocumentCode
2297409
Title
Robust speech enhancement using amplitude spectral estimator
Author
Wahab, Abdul ; Chong, Tan Eng ; Abut, Hüseyin
Author_Institution
Sch. of Appl. Sci., Nanyang Technol. Inst., Singapore
Volume
6
fYear
2000
fDate
2000
Firstpage
3558
Abstract
This paper focuses on a class of speech enhancement systems using the amplitude spectral estimates of noisy speech and noise to drive a Wiener filter to suppress simultaneously the ensemble of degradations picked up by microphones. A simple stereo microphone set, with left and right channels can be used to provide enough separation that unwanted signals can be reduced significantly to yield an acceptable quality speech signal for hands-free telephony applications in a vehicular environment. A generalized transform approach was introduced and experimental results show great potential when using the DCT as alternatives to the traditional Fourier transform approach to derive the amplitude spectral estimates of the corrupted speech signals and the noise process
Keywords
Wiener filters; acoustic noise; amplitude estimation; architectural acoustics; discrete cosine transforms; land mobile radio; microphones; spectral analysis; speech enhancement; DCT; Wiener filter; amplitude spectral estimator; corrupted speech signals; degradations; generalized transform approach; hands-free telephony; noisy speech; robust speech enhancement; separation; stereo microphone set; unwanted signals; vehicular environment; Amplitude estimation; Degradation; Discrete cosine transforms; Fourier transforms; Microphones; Noise level; Noise robustness; Speech enhancement; Telephony; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.860170
Filename
860170
Link To Document