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Authors: Corneliu-Octavian Dumitru and Inge Gavat

Affiliation: Faculty of Electronics Telecommunications and Information Technology, Politehnica University Bucharest, Romania

ISBN: 978-989-8111-33-3

Abstract: In this paper we present results obtained with learning structures more “human likely” than the very effective and widely used hidden Markov model. Good results were obtained with simple artificial neural networks like the multilayer perceptron or the Kohonen maps. Hybrid structures have proven also their efficiency, the neuro-statistical hybrid applied enhancing the digit recognition rate of the initial HMM. Also fuzzy variants of the MLP and HMM gave good results in the tested tasks of vowel recognition.

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Paper citation in several formats:
Dumitru C.; Gavat I. and (2008). NN and Hybrid Strategies for Speech Recognition in Romanian Language.In Proceedings of the 4th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2008) ISBN 978-989-8111-33-3, pages 51-60. DOI: 10.5220/0001508300510060

@conference{anniip08,
author={Corneliu{-}Octavian Dumitru and Inge Gavat},
title={NN and Hybrid Strategies for Speech Recognition in Romanian Language},
booktitle={Proceedings of the 4th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2008)},
year={2008},
pages={51-60},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001508300510060},
isbn={978-989-8111-33-3},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2008)
TI - NN and Hybrid Strategies for Speech Recognition in Romanian Language
SN - 978-989-8111-33-3
AU - Dumitru, C.
AU - Gavat, I.
PY - 2008
SP - 51
EP - 60
DO - 10.5220/0001508300510060

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