Models and analysis of vocal emissions for biomedical applications : : 5th International Workshop: December 13-15, 2007, Firenze, Italy / / edited by Claudia Manfredi.
The effectiveness of ten different feature sets in classification of voice recordings of the sustained phonation of the vowel sound /a/ into a healthy and pathological classes is investigated as well as a non approach to building a sequential committee of support vector machines (SVM) for the classi...
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Superior document: | Atti ; 33 |
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Place / Publishing House: | Firenze : : Firenze University Press,, 2007 |
Year of Publication: | 2007 |
Language: | English Italian |
Series: | Atti ;
33. |
Physical Description: | 1 online resource (252 pages) :; illustrations; digital, PDF file(s). |
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Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / edited by Claudia Manfredi. Firenze : Firenze University Press, 2007 1 online resource (252 pages) : illustrations; digital, PDF file(s). text txt rdacontent unmediated n rdamedia volume nc rdacarrier text file rda Atti ; 33 Includes bibliographical references and index. Open Access Unrestricted online access star The effectiveness of ten different feature sets in classification of voice recordings of the sustained phonation of the vowel sound /a/ into a healthy and pathological classes is investigated as well as a non approach to building a sequential committee of support vector machines (SVM) for the classifications is proposed. The optimal values of hyperparameters of the committee and the feature sets providing the best performance are found during the genetic search. In the experimental investigations performed using 444 voice recordings of the sustained phonation of the vowel sound /a/ coming from 148 subjects, three recordings from each subject, the correct classification rate of over 92 % was obtained. The classification accuracy has been compared with the accuracy obtained from four human experts. Also available in print form. Italian. Electronic books. Biomedical engineering. Manfredi, Claudia, editor. Print version: 9788884536733 Atti ; 33. |
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English Italian |
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author2 |
Manfredi, Claudia, |
author_facet |
Manfredi, Claudia, |
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TeilnehmendeR |
title |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / |
spellingShingle |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / Atti ; |
title_sub |
5th International Workshop: December 13-15, 2007, Firenze, Italy / |
title_full |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / edited by Claudia Manfredi. |
title_fullStr |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / edited by Claudia Manfredi. |
title_full_unstemmed |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / edited by Claudia Manfredi. |
title_auth |
Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / |
title_new |
Models and analysis of vocal emissions for biomedical applications : |
title_sort |
models and analysis of vocal emissions for biomedical applications : 5th international workshop: december 13-15, 2007, firenze, italy / |
series |
Atti ; |
series2 |
Atti ; |
publisher |
Firenze University Press, |
publishDate |
2007 |
physical |
1 online resource (252 pages) : illustrations; digital, PDF file(s). Also available in print form. |
isbn |
9788884536733 |
callnumber-first |
R - Medicine |
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R - General Medicine |
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R856 |
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R 3856 M634 42007 |
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Electronic books. |
illustrated |
Illustrated |
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600 - Technology |
dewey-tens |
610 - Medicine & health |
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610 - Medicine & health |
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610.28 |
dewey-sort |
3610.28 |
dewey-raw |
610.28 |
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610.28 |
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Atti ; 33 |
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33. |
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Models and analysis of vocal emissions for biomedical applications : 5th International Workshop: December 13-15, 2007, Firenze, Italy / |
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