NEW APPROACH TO AUDIO SEARCH BASED ON KEY-EVENT DETECTION PROCEDURE
Igor E. Kheidorov, Peter D. Kukharchik, Yan Jingbin
2009
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.
References
- Chelba, C., Silva J. and Acero, A., 2007. In Computer Speech and Language, “Soft Indexing of Speech Content for Search in Spoken Documents”. 21(3), pp. 458-478.
- Kukharchik, P.D., Kheidorov, I.E., Bovbel, E.I., Ladeev, D.D., 2008. In Image and Signal Processing, “Speech signal processing based on Wavelets and SVM for vocal tract pathology detection”. LNCS 5099, Springer, pp.385-389.
- Wilpon, J.G., Rabiner, L.R., Lee, C.H., and. Goldman, E.R, 1990. In IEEE Transactions on Acoustics, Speech and Signal Processing, “Automatic recognition of keywords in unconstrained speech using Hidden Markov Models”.
- Chen, B., Chen, Y.T., 2008. In Pattern Recognition Letters, “Extractive Spoken Document Summarization for Information Retrieval”. 29(4), pp. 426-437.
- Krebel U., 1998. Advances in Kernel Methods: Support Vector Learning. MIT Press.
Paper Citation
in Harvard Style
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 - Volume 1: SIGMAP, (ICETE 2009) ISBN 978-989-674-007-8, pages 33-37. DOI: 10.5220/0002185900330037
in Bibtex Style
@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 - Volume 1: SIGMAP, (ICETE 2009)},
year={2009},
pages={33-37},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002185900330037},
isbn={978-989-674-007-8},
}
in EndNote Style
TY - CONF
JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2009)
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