DocumentCode :
1959468
Title :
Databases and their applications for diagnosis of developmental dysphasia
Author :
Grill, Pavel ; Vavrina, Josef ; Tuckova, Jana
Author_Institution :
Circuit Theor., Czech Tech. Univ. in Prague, Prague, Czech Republic
fYear :
2013
fDate :
24-26 June 2013
Firstpage :
1
Lastpage :
4
Abstract :
The aim of the paper is to introduce the database containing speech data of children from 6 to 12 years of age. There are two groups of data in the database; the first contains data of healthy children; the second contains data of children with developmental dysphasia (DD). The first part of the paper shows the methodology, how the database was created and what data it contains. The next part describes the method used by the authors for diagnosis of DD. We briefly explain methods based on the classification rate of vowel detection, vocalic triangle analysis, length of utterances etc. The aim of the methods is to separate children with DD into groups according to the significance of their disorder.
Keywords :
medical disorders; medical signal processing; paediatrics; patient diagnosis; speech processing; age 6 yr to 12 yr; classification rate; databases; developmental dysphasia diagnosis; healthy children; length-of-utterances; medical disorder; speech data; vocalic triangle analysis; vowel detection; Databases; Mel frequency cepstral coefficient; Pediatrics; Principal component analysis; Software; Speech; Vectors; SSOM; Speech database; developmental dysphasia; vocalic triangle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM), 2013 IEEE 11th International Workshop of
Conference_Location :
Toulouse
Type :
conf
DOI :
10.1109/ECMSM.2013.6648969
Filename :
6648969
Link To Document :
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