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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. |
| References | | | Cited By «-- Click to see who has cited this paper |
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[2] O. Grigore, C. Grigore, V. Velican, "Impaired Speech Evaluation using Mel-Cepstrum Analysis", in International Journal Of Circuits, Systems And Signal Processing, ISSN: 1998-4464, pp. 70-77. [Online] Available: Temporary on-line reference link removed - see the PDF document [3] C. Vaquero, O. Saz, W. Rodriguez, E. Lleida, "Human Language Technologies for Speech Therapy in Spanish Language", [Online] Available: Temporary on-line reference link removed - see the PDF document [4] G. Potamianos, C. Neti, "Automatic Speechreading of Impaired Speech", in Proceedings of the Audio-Visual Speech Processing Workshop, Scheelsminde, Denmark, 2001. Available at: [Online] Available: Temporary on-line reference link removed - see the PDF document [5] T. Starner, J. Weaver, A. Pentland, "Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video", in IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, no. 12, december 1998, pp. 1371 - 1375. [Online] Available: Temporary on-line reference link removed - see the PDF document [6] S.-G. Pentiuc, I. Tobolcea, O. A. Schipor, M. Danubianu, M.D. Schipor, " Translation of the Speech Therapy Programs in the Logomon Assisted Speech Therapy System", in Advances in Electrical and Computer Engineering, Vol. 10, no.2, 2010. [CrossRef] [Full Text] [Web of Science Times Cited 12] [SCOPUS Times Cited 15] [7] O. A. Schipor, S.-G. Pentiuc, M. D. Schipor, "Improving Computer Based Speech Therapy Using a Fuzzy Expert System", in Computing and Informatics, Vol. 22, 2003. [Online] Available: Temporary on-line reference link removed - see the PDF document [8] M. Danubianu, S.-G. Pentiuc, O. A. Schipor, M. Nestor, I. Ungureanu, "Distributed Intelligent System for Personalized Therapy of Speech Disorders", in The Third International Multi-Conference on Computing in the Global Information Technology, 2008, Athens, Greece. [CrossRef] [SCOPUS Times Cited 16] [9] O. Grigore, V. Velican, "Simple Method of Identifying Impaired Speech", in Proceedings of the International Conference on Multimedia and Signal Processing 2011, to be published [10] L. Baoli, Y. Shiwen, L. Qin, "An Improved k-Nearest Neighbour Algorithm for Text Categorization", in Proceedings of the 20th International Conference on Computer Processing of Oriental Languages, Shenyang, China, 2003. [Online] Available: Temporary on-line reference link removed - see the PDF document [11] X. Wu, V. Kumar, J.R. Quinlan et al. "Top 10 algorithms in data mining" - survey paper. [Online] Available: Temporary on-line reference link removed - see the PDF document [12] L. Haifeng, L. Shousheng, S. Zhan, "An Improved kNN Text Categorization on Skew Sort Condition", in 2010 International Conference on Computer Application and System Modeling (ICCASM), [CrossRef] [SCOPUS Times Cited 2] [13] L. Rabiner, R. Schafer Digital Processing of Speech Signals, Prentice Hall, 1978 [14] M. Grimm, K. 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[Online] Available: Temporary on-line reference link removed - see the PDF document [21] O. Grigore, I. Gavat, C. Grigore, M. Cotescu, "Psycho-Physiological Signal Processing and Algorithm for Adaptive Lighting Control", ISEEE - Galati, 2008 Web of Science® Citations for all references: 12 TCR SCOPUS® Citations for all references: 33 TCR Web of Science® Average Citations per reference: 1 ACR SCOPUS® Average Citations per reference: 2 ACR TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-04-19 00:21 in 22 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). 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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.
