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The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio source separation
Latent Variable Analysis and Signal Separation. 10th International Conference, LVA/ICA 2012 : Tel Aviv, Israel, March 12-15, 2012. Proceedings
Berlin: Springer, 2012 (Lecture Notes in Computer Science 7191)
ISBN: 978-3-642-28550-9 (Print)
|International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA) <10, 2012, Tel Aviv>|
|Fraunhofer FIRST ()|
This paper summarizes the audio part of the 2011 community-based Signal Separation Evaluation Campaign (SiSEC2011). Four speech and music datasets were contributed, including datasets recorded in noisy or dynamic environments and a subset of the SiSEC2010 datasets. The participants addressed one or more tasks out of four source separation 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.