About: Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://tsp.vutbr.cz/
Description	Our research involves an original method for the intensity of speech defect monitoring in child patients with developmental dysphasia. We have drawn upon a body of knowledge consisting of phonetics, acoustics and ANN applications. The aim of the paper is to compare two methods based on the vowel detector, both of which classify the parameter of developmental dysphasia, with the results of the speech therapist. Both methods create a model of vowel detector from data of healthy children and then the model classifies the vowels of children with developmental dysphasia. The first method is based on classical methods such as PCA and clustering. The KSOM were chosen for solving part of the project. The self-organizing maps are favourable for persons without an engineering background, primarily for the ability to visualize higher-dimensional data samples in a low-dimensional display. Our research involves an original method for the intensity of speech defect monitoring in child patients with developmental dysphasia. We have drawn upon a body of knowledge consisting of phonetics, acoustics and ANN applications. The aim of the paper is to compare two methods based on the vowel detector, both of which classify the parameter of developmental dysphasia, with the results of the speech therapist. Both methods create a model of vowel detector from data of healthy children and then the model classifies the vowels of children with developmental dysphasia. The first method is based on classical methods such as PCA and clustering. The KSOM were chosen for solving part of the project. The self-organizing maps are favourable for persons without an engineering background, primarily for the ability to visualize higher-dimensional data samples in a low-dimensional display. (en)
Title	Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis (en)
skos:prefLabel	Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis (en)
skos:notation	RIV/68407700:21230/12:00195018!RIV13-MSM-21230___
http://linked.open...avai/predkladatel	Fakulta elektrotechnická
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(NT11443), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Tučková, Jana Zetocha, Petr Vavřina, Josef
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	130432
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00195018
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Children's Disordered Speech; SSOM; PCA; Vowel Classification; Vowel detector (en)
http://linked.open.../riv/klicoveSlovo	SSOM PCA Children's Disordered Speech Vowel Classification Vowel detector
http://linked.open...ontrolniKodProRIV	[0AC9DAE4CA97]
http://linked.open...v/mistoKonaniAkce	Prague
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	35th International Conference Telecommunications and Signal Processing
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Computer analysis of speech expression, EEG records and MR tractography in children with developmental dysphasia
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Tučková, Jana Zetocha, Petr Vavřina, Josef
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2012-07-03 (xsd:date)
number of pages	5 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/TSP.2012.6256345
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií
https://schema.org/isbn	978-1-4673-1118-2
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Detection of Degree of Developmental Dysphasia based on Methods of Vowel Analysis

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