The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio source separation

Shoko Araki, Alexey Ozerov, Vikrham Gowreesunker, Hiroshi Sawada, Fabian Theis, Guido Nolte, Dominik Lutter, Ngoc Q.K. Duong

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

32 Scopus citations

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.

Original languageEnglish
Title of host publicationLatent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, Proceedings
Pages114-122
Number of pages9
DOIs
StatePublished - 2010
Externally publishedYes
Event9th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2010 - St. Malo, France
Duration: 27 Sep 201030 Sep 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6365 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference9th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2010
Country/TerritoryFrance
CitySt. Malo
Period27/09/1030/09/10

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