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Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification
Citation
Fraile Muñoz, Rubén and Sáenz Lechón, Nicolas and Godino Llorente, Juan Ignacio and Osma Ruiz, Víctor and Gómez Vilda, Pedro (2008). Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification. In: "4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08", 09/07/2008-11/07/2008, Bilbao, España.. ISBN 978-84-9830-164-9.
Description
| Title: | Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | 4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08 |
| Event Dates: | 09/07/2008-11/07/2008 |
| Event Location: | Bilbao, España. |
| Title of Book: | Proceedings of the 4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08 |
| Date: | 2008 |
| ISBN: | 978-84-9830-164-9 |
| Subjects: | |
| Faculty: | E.U.I.T. Telecomunicación (UPM) |
| Department: | Ingeniería de Circuitos y Sistemas [hasta 2014] |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
This paper presents a justification for the use of MFCC parameters in automatic pathology detection on speech. While such an application has produced good results up to now, only partial explanations to this good performance had been given before. The herein exposed explanation consists of an interpretation of the mathematical transformations involved in MFCC calculation and a statistical analysis that confirms the conclusions drawn from the theoretical reasoning.
More information
| Item ID: | 4669 |
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| DC Identifier: | https://oa.upm.es/4669/ |
| OAI Identifier: | oai:oa.upm.es:4669 |
| Official URL: | http://www.isivc.org/isivc2008/index.html |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 26 Oct 2010 09:17 |
| Last Modified: | 20 Apr 2016 13:47 |
