The 2010 signal separation evaluation campaign (SiSEC2010): audio source separation

Authors:
Shoko Araki;Alexey Ozerov;Vikrham Gowreesunker;Hiroshi Sawada;Fabian Theis;Guido Nolte;Dominik Lutter;Ngoc Q. K. Duong
Affiliations:
NTT Communication Science Labs., NTT Corporation, Japan;INRIA, Centre Inria Rennes - Bretagne Atlantique, France;DSPS R&D Center, Texas Instruments Inc.;NTT Communication Science Labs., NTT Corporation, Japan;IBIS, Helmholtz Zentrum München, Germany;Fraunhofer Institute FIRST IDA, Germany;IBIS, Helmholtz Zentrum München, Germany;INRIA, Centre Inria Rennes - Bretagne Atlantique, France
Venue:
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Year:
2010

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Abstract

This paper introduces the audio part of the 2010 community-based Signal Separation Evaluation Campaign (SiSEC2010). Seven speech and music datasets were contributed, which include datasets recorded in noisy or dynamic environments, in addition to the SiSEC2008 datasets. The source separation problems were split into five tasks, and the results for each task were evaluated using different objective performance criteria. We provide an overview of the audio datasets, tasks and criteria. We also report the results achieved with the submitted systems, and discuss organization strategies for future campaigns.