DocumentCode
1654450
Title
Optimizing coherent demodulation for improved separation of overlapping sources
Author
Sell, Gregory
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Maryland, College Park, MD, USA
fYear
2013
Firstpage
901
Lastpage
904
Abstract
The complex modulators of coherent demodulation make the algorithm a natural fit for source separation, but the overlapping bands typically found in real audio mixtures present interference problems for the algorithm. This paper proposes reframing coherent demodulation as an optimization problem that distributes the energy in overlapping bands according to an optimally low-frequency strategy. The extension is shown to improve separation for sinewave mixtures and for mixtures of speech and music.
Keywords
audio signal processing; music; optimisation; source separation; speech processing; audio mixture; complex modulator; interference problem; music signal; optimally low frequency strategy; optimization problem; overlapping source separation; reframing coherent demodulation; sinewave mixture; speech signal; Demodulation; Frequency modulation; Optimization; Source separation; Speech; Speech processing; Modulation; Optimization methods; Source separation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2013.6637779
Filename
6637779
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