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Title:

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges

Author(s):
Vincent, E.; Araki, S.; Theis, F. J.; Nolte, G.; Bofill, P.; Sawada, H.; Ozerov, A.; Gowreesunker, V.; Lutter, D.; Duong, N. Q. K.
Abstract:
We present the outcomes of three recent evaluation campaigns in the field of audio and biomedical source separation. These campaigns have witnessed a boom in the range of applications of source separation systems in the last few years, as shown by the increasing number of datasets from 1 to 9 and the increasing number of submissions from 15 to 34. We first discuss their impact on the definition of a reference evaluation methodology, together with shared datasets and software. We then present the...     »
Keywords:
Source Separation Evaluation Audio Biomedical Resources
Journal title:
Signal Process.
Year:
2011
Journal volume:
92
Journal issue:
8
Pages contribution:
1928-1936
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