NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE

Igor E. Kheidorov; Peter D. Kukharchik; Yan Jingbin

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Paper

NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE

Topics: Audio and Speech Processing; Multimedia Databases, Indexing, Recognition and Retrieval

In Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 0ICETE, 33-37, 2009 , Milan, Italy

Authors: Igor E. Kheidorov ; Peter D. Kukharchik and Yan Jingbin

Affiliation: Belarussian State University, Belarus

Keyword(s): Audio search, Keyword spotting.

Related Ontology Subjects/Areas/Topics: Applications ; Audio and Speech Processing ; Digital Signal Processing ; Multimedia ; Multimedia Databases, Indexing, Recognition and Retrieval ; Multimedia Signal Processing ; Multimedia Systems and Applications ; Pattern Recognition ; Software Engineering ; Telecommunications

Abstract: In this paper a new approach to audio search in multimedia data bases is developed based on key-event detection procedure. The main idea of the proposed approach is to present each audio fragment as sequence of context dependent “key-events”, specially determined or taken from the data base. Wavelets and support vectors method were used as the basis for the created procedure of key-events selection and classifier training. The experiments show good results and perspectives for the proposed approach.

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Paper citation in several formats:

Kheidorov, I.; Kukharchik, P. and Jingbin, Y. (2009). NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE. In Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP; ISBN 978-989-674-007-8, SciTePress, pages 33-37. DOI: 10.5220/0002185900330037

@conference{sigmap09,
author={Igor E. Kheidorov. and Peter D. Kukharchik. and Yan Jingbin.},
title={NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP},
year={2009},
pages={33-37},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002185900330037},
isbn={978-989-674-007-8},
}

TY - CONF

JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2009) - SIGMAP
TI - NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE
SN - 978-989-674-007-8
AU - Kheidorov, I.
AU - Kukharchik, P.
AU - Jingbin, Y.
PY - 2009
SP - 33
EP - 37
DO - 10.5220/0002185900330037
PB - SciTePress