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Self-Organizing Maps For Identifying Impaired SpeechGRIGORE, O.   , VELICAN, V. |
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Author keywords
speech processing, impaired speech evaluation, self-organizing maps
References keywords
speech(14), link(9), grigore(9), processing(7), system(6), therapy(5), schipor(5), language(4), impaired(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2011-08-31
Volume 11, Issue 3, Year 2011, On page(s): 41 - 48
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2011.03007
Web of Science Accession Number: 000296186700007
SCOPUS ID: 80055081886
Abstract
This paper presents a method of identifying heavily impaired pronunciations of 'r' consonant in Romanian language using Kohonen neural networks. The study focused on words that contain 'r' as the first letter and used signals recorded mainly from children, as mispronunciations occur most of the time at young age persons. Parameters of the alternating component of each speech sample's envelope are used as feature vectors in the classification stage. |
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[1] Maturation Assessment System for Speech and Language Therapy based on Multilevel PAM and KNN, Robles-Bykbaev, Vladimir, López-Nores, Martín, Pazos-Arias, Jose J., Arévalo-Lucero, Daysi, Procedia Technology, ISSN 2212-0173, Issue , 2014.
Digital Object Identifier: 10.1016/j.protcy.2014.10.142 [CrossRef]
[2] Machine Learning Approach to Dysphonia Detection, Dankovičová, Zuzana, Sovák, Dávid, Drotár, Peter, Vokorokos, Liberios, Applied Sciences, ISSN 2076-3417, Issue 10, Volume 8, 2018.
Digital Object Identifier: 10.3390/app8101927 [CrossRef]
[3] Toward Automatic Recognition of Children's Affective State Using Physiological Parameters and Fuzzy Model of Emotions, SCHIPOR, O.-A., PENTIUC, S.-G., SCHIPOR, M.-D., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 2, Volume 12, 2012.
Digital Object Identifier: 10.4316/aece.2012.02008 [CrossRef] [Full text]
[4] Impaired speech recognition Case study: Recognition of initial ‘r’ consonant in rhotacism affected pronunciations, Gavat, Inge, Grigore, Ovidiu, Velican, Valentin, 2011 6th Conference on Speech Technology and Human-Computer Dialogue (SpeD), ISBN 978-1-4577-0440-6, 2011.
Digital Object Identifier: 10.1109/SPED.2011.5940732 [CrossRef]
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
