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Authors: Fréjus A. A. Laleye 1 ; Eugène C. Ezin 2 and Cina Motamed 3

Affiliations: 1 Université du Littoral Côte d’Opale and Université d’Abomey-Calavi, France ; 2 Université d’Abomey-Calavi, Benin ; 3 Université du Littoral Côte d’Opale, France

ISBN: 978-989-758-198-4

Keyword(s): Formant Analysis, Fuzzy Logic, Deep Belief Networks, Phoneme Recognition, Continuous Speech Segmentation, Fongbe Language.

Related Ontology Subjects/Areas/Topics: Adaptive Signal Processing and Control ; Artificial Intelligence ; Computational Intelligence ; Fuzzy Control ; Fuzzy Systems ; Hybrid Learning Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Machine Learning in Control Applications ; Neural Networks Based Control Systems ; Signal Processing, Sensors, Systems Modeling and Control ; Soft Computing

Abstract: This paper reports our efforts toward an automatic phoneme recognition for an under-resourced language, Fongbe. We propose a complete recipe of algorithms from speech segmentation to phoneme recognition in a continuous speech signal. We investigated a strictly fuzzy approach for simultaneous speech segmentation and phoneme classification. The implemented automatic phoneme recognition system integrates an acoustic analysis based on calculation of the formants for vowel phonemes and calculation of pitch and intensity of consonant phonemes. Vowel and consonant phonemes are obtained at classification. Experiments were performed on Fongbe language (an African tonal language spoken especially in Benin, Togo and Nigeria) and results of phoneme error rate are reported.

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Paper citation in several formats:
Laleye, F.; Ezin, E. and Motamed, C. (2016). Automatic Fongbe Phoneme Recognition From Spoken Speech Signal.In Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-198-4, pages 102-109. DOI: 10.5220/0006004101020109

@conference{icinco16,
author={Fréjus A. A. Laleye. and Eugène C. Ezin. and Cina Motamed.},
title={Automatic Fongbe Phoneme Recognition From Spoken Speech Signal},
booktitle={Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2016},
pages={102-109},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006004101020109},
isbn={978-989-758-198-4},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Automatic Fongbe Phoneme Recognition From Spoken Speech Signal
SN - 978-989-758-198-4
AU - Laleye, F.
AU - Ezin, E.
AU - Motamed, C.
PY - 2016
SP - 102
EP - 109
DO - 10.5220/0006004101020109

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