|3/2011 - 7|
Self-Organizing Maps For Identifying Impaired SpeechGRIGORE, O. , VELICAN, V.
|Click to see author's profile in SCOPUS, IEEE Xplore, Web of Science|
|Download PDF (890 KB) | Citation | Downloads: 1,020 | Views: 2,732|
speech processing, impaired speech evaluation, self-organizing maps
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
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|
| O. Grigore, C. Grigore, V. Velican, "Intelligent System for Impaired Speech Evaluation", in Proceedings of the International Conference on Circuits, Systems, Signals, 10/2010, ISSN: 1792-4324, pp. 365-368. [Online] Available: Temporary on-line reference link removed - see the PDF document
 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
 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
 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
 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
 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 8] [SCOPUS Times Cited 12]
 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
 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 11]
 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
 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
 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
 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]
 L. Rabiner, R. Schafer Digital Processing of Speech Signals, Prentice Hall, 1978
 M. Grimm, K. Kroschel, Robust Speech Recognition and Understanding, I-Tech Education and Publishing, 2007
 D. Jurafsky, J.H. Martin, Speech and Language Processing, Prentice Hall, 2000
 F. Mihelic, J. Zibert, Speech Recognition, IN-TECH, 2008
 D.V. Popovici, C. Buica-Belciu, A. Iordan, "Particularitatile Fonetice ale Pronuntiei Copiilor Dislalici", in O Scoala Deschisa, 2/2009, Ed.SS6SN, pp. 116-124.
 I. Moldovan, Date privind raportul dintre capacitatea de pronuntare si cea de diferentiere la palatolalici. Elemente de psihopedagogia handicapatilor. Bucuresti, Tipografia Universitatii din Bucuresti, 1990.
 T. Kohonen, Self-Organizing Maps, Berlin, Edition Springer, 2001.
 O. Grigore, I. Gavat, C. Grigore, M. Cotescu, "An Adaptive Lighting System Using the Simulated Annealing Algorithm" in Proceedings of the International Conference on Simulation, Modeling and Optimization, 09/2008, ISSN: 1790-2769, pp. 143-147. [Online] Available: Temporary on-line reference link removed - see the PDF document
 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: 8 TCR
SCOPUS® Citations for all references: 25 TCR
Web of Science® Average Citations per reference: 0 ACR
SCOPUS® Average Citations per reference: 1 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 2018-07-23 15:29 in 23 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). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site.
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.