IEEE - Institute of Electrical and Electronics Engineers, Inc. - Prediction based filtering and smoothing to exploit temporal dependencies in NMF

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Nasser Mohammadiha ; Paris Smaragdis ; Arne Leijon
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 873 - 877
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6637773
Regular:

Nonnegative matrix factorization is an appealing technique for many audio applications. However, in it's basic form it does not use temporal structure, which is an important source of information... View More

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