PERSON VERIFICATION BY FUSION OF PROSODIC, VOICE SPECTRAL AND FACIAL PARAMETERS

Javier Hernando, Mireia Farrús, Pascual Ejarque, Ainara Garde, Jordi Luque

Abstract

Prosodic information can be used successfully for automatic speaker recognition, although most of the speaker recognition systems use only short-term spectral features as voice information. In this work, prosody information is added to a multimodal system based on face and voice characteristics in order to improve the performance of the system. Fusion is carried out by using various fusion strategies and two different fusion techniques: support vector machines and matcher weighting. Results are clearly improved when a previous normalization based on histogram equalization is done before the fusion of the monomodal scores.

References

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Paper Citation


in Harvard Style

Hernando J., Farrús M., Ejarque P., Garde A. and Luque J. (2006). PERSON VERIFICATION BY FUSION OF PROSODIC, VOICE SPECTRAL AND FACIAL PARAMETERS . In Proceedings of the International Conference on Security and Cryptography - Volume 1: SECRYPT, (ICETE 2006) ISBN 978-972-8865-63-4, pages 17-23. DOI: 10.5220/0002105200170023


in Bibtex Style

@conference{secrypt06,
author={Javier Hernando and Mireia Farrús and Pascual Ejarque and Ainara Garde and Jordi Luque},
title={PERSON VERIFICATION BY FUSION OF PROSODIC, VOICE SPECTRAL AND FACIAL PARAMETERS},
booktitle={Proceedings of the International Conference on Security and Cryptography - Volume 1: SECRYPT, (ICETE 2006)},
year={2006},
pages={17-23},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002105200170023},
isbn={978-972-8865-63-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Security and Cryptography - Volume 1: SECRYPT, (ICETE 2006)
TI - PERSON VERIFICATION BY FUSION OF PROSODIC, VOICE SPECTRAL AND FACIAL PARAMETERS
SN - 978-972-8865-63-4
AU - Hernando J.
AU - Farrús M.
AU - Ejarque P.
AU - Garde A.
AU - Luque J.
PY - 2006
SP - 17
EP - 23
DO - 10.5220/0002105200170023