inria-00544168, version 1
The 2008 Signal Separation Evaluation Campaign: A community-based approach to large-scale evaluation
Emmanuel Vincent
a, 1Shoko Araki 2Pau Bofill 3
8th Int. Conf. on Independent Component Analysis and Signal Separation (ICA) (2009) 734--741
Résumé : This paper introduces the first community-based Signal Separation Evaluation Campaign (SiSEC 2008), coordinated by the authors. This initiative aims to evaluate source separation systems following specifications agreed between the entrants. Four speech and music datasets were contributed, including synthetic mixtures as well as microphone recordings and professional mixtures. The source separation problem was split into four tasks, each evaluated via different objective performance criteria. We provide an overview of these datasets, tasks and criteria, summarize the results achieved by the submitted systems and discuss organization strategies for future campaigns.
- a – INRIA
- 1 : METISS (INRIA - IRISA)
- CNRS : UMR6074 – INRIA – INSA Rennes – Université de Rennes 1
- 2 : NTT Communication Science Laboratories
- NTT Corporation
- 3 : Department of Computer Architecture (DAC-UPC)
- Universitat Politécnica de Catalunya
- Domaine : Informatique/Traitement du signal et de l'image
Sciences de l'ingénieur/Traitement du signal et de l'image
- inria-00544168, version 1
- http://hal.inria.fr/inria-00544168
- oai:hal.inria.fr:inria-00544168
- Contributeur : Emmanuel Vincent
- Soumis le : Mardi 7 Décembre 2010, 14:14:50
- Dernière modification le : Jeudi 9 Décembre 2010, 11:05:52
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