About: A phoneme classification using PCA and SSOM methods for a children disorder speech analysis.

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About: A phoneme classification using PCA and SSOM methods for a children disorder speech analysis. Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ctj.fbmi.cvut.cz/
Description	Mathematical-engineering methods are used in different domains, also in a medical science. One area for application of such methods is to assist people with different forms of disabilities. The methods described in the following text are oriented towards the analysis of disordered children's speech with the diagnosis of Developmental Dysphasia (DD). Principal Component Analysis (PCA) and Supervised Self-Organizing Maps (SSOM) for the analysis and the classification of features from utterances of healthy and ill children are applied. A possibility of clusters visualization is used for a monitoring of disorder proportions and therapy success. The importance of vocalic triangle for children with DD is also shown in the paper. Mathematical-engineering methods are used in different domains, also in a medical science. One area for application of such methods is to assist people with different forms of disabilities. The methods described in the following text are oriented towards the analysis of disordered children's speech with the diagnosis of Developmental Dysphasia (DD). Principal Component Analysis (PCA) and Supervised Self-Organizing Maps (SSOM) for the analysis and the classification of features from utterances of healthy and ill children are applied. A possibility of clusters visualization is used for a monitoring of disorder proportions and therapy success. The importance of vocalic triangle for children with DD is also shown in the paper. (en)
Title	A phoneme classification using PCA and SSOM methods for a children disorder speech analysis. A phoneme classification using PCA and SSOM methods for a children disorder speech analysis. (en)
skos:prefLabel	A phoneme classification using PCA and SSOM methods for a children disorder speech analysis. A phoneme classification using PCA and SSOM methods for a children disorder speech analysis. (en)
skos:notation	RIV/68407700:21230/12:00195009!RIV13-MSM-21230___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(NT11443), S
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Tučková, Jana Grill, Pavel Vavřina, Josef Olšanský, Václav
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	120505
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00195009
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Phoneme detection; children speech; PCA; SSOM; vocalic triangle. (en)
http://linked.open.../riv/klicoveSlovo	Phoneme detection SSOM children speech vocalic triangle. PCA
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[5F2BA0EFBF4E]
http://linked.open...i/riv/nazevZdroje	Lékař a technika
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (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...v/svazekPeriodika	42
http://linked.open...iv/tvurceVysledku	Tučková, Jana Grill, Pavel Olšanský, Václav Vavřina, Josef
issn	0301-5491
number of pages	4 (xsd:int)
http://localhost/t...ganizacniJednotka	21230

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