DocumentCode :
3529929
Title :
A sum-of-products model for effective coherent modulation filtering
Author :
Clark, Pascal ; Atlas, Les
Author_Institution :
Dept. of Electr. Eng., Univ. of Washington, Seattle, WA
fYear :
2009
fDate :
19-24 April 2009
Firstpage :
4485
Lastpage :
4488
Abstract :
Modulation filtering is a technique for filtering slowly-varying envelopes of frequency subbands of a nonstationary signal, ideally without affecting the signal´s phase and fine-structure. Coherent modulation filtering is a promising subtype of such techniques where subband envelopes are determined through demodulation of the subband signal with a coherently detected subband carrier. In this paper we demonstrate how modulation filtering, when done coherently, is far more effective than standard incoherent methods. We show that empirical results can be made to be almost ideal, and significantly better than previous coherent attempts, as long as fine-structure information is retained as side information and the filterbank reduces subband interference.
Keywords :
filtering theory; modulation; speech processing; effective coherent modulation filtering; fine-structure information; frequency subbands; nonstationary signal; subband envelopes; subband interference; sum-of-products model; Acoustic signal processing; Band pass filters; Demodulation; Envelope detectors; Filter bank; Filtering; Frequency modulation; Interference; Phase modulation; Speech analysis; acoustic signal processing; modulation; speech processing; time-varying filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1520-6149
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2009.4960626
Filename :
4960626
Link To Document :
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