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 :
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