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Authors: Milad Alemzadeh ; Saeed Bagheri Shouraki and Ramin Halavati

Affiliation: Sharif University of Technology, Iran, Islamic Republic of

Keyword(s): Speech Recognition, Fuzzy Number, Multi-Layer Averaging.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Signal Processing, Sensors, Systems Modeling and Control ; Speech Recognition

Abstract: This paper intends to introduce a simple fast space-efficient linear method for a general pattern recognition problem. The presented algorithm can find the closest match for a given sample within a number of samples which has already been introduced to the system. The fact of using averaging and fuzzy numbers in this method encourages that it may be a noise resistant recognition process. As a test bed, a problem of recognition of spoken words has been set forth to this algorithm. Test data contain clean and noisy samples and results have been compared to that of a widely used speech recognition method, HMM.

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Paper citation in several formats:
Alemzadeh, M.; Bagheri Shouraki, S. and Halavati, R. (2006). FUZZY CLASSIFICATION BY MULTI-LAYER AVERAGING - An Application in Speech Recognition. In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO; ISBN 978-972-8865-61-0; ISSN 2184-2809, SciTePress, pages 122-126. DOI: 10.5220/0001206001220126

@conference{icinco06,
author={Milad Alemzadeh. and Saeed {Bagheri Shouraki}. and Ramin Halavati.},
title={FUZZY CLASSIFICATION BY MULTI-LAYER AVERAGING - An Application in Speech Recognition},
booktitle={Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO},
year={2006},
pages={122-126},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001206001220126},
isbn={978-972-8865-61-0},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO
TI - FUZZY CLASSIFICATION BY MULTI-LAYER AVERAGING - An Application in Speech Recognition
SN - 978-972-8865-61-0
IS - 2184-2809
AU - Alemzadeh, M.
AU - Bagheri Shouraki, S.
AU - Halavati, R.
PY - 2006
SP - 122
EP - 126
DO - 10.5220/0001206001220126
PB - SciTePress

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