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