About: Effectiveness of Speech Analysis by Self-Organizing Maps in Children with Developmental Language Disorders     Goto   Sponge   NotDistinct   Permalink

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Description
  • The contribution describes an original method for the intensity of speech defect monitoring in child patients with developmental dysphasia. Sleep EEG and speech analyses are the primary areas under discussion, while the finding of methods acceptable for improvement of the diagnosis and determination of therapeutic procedures is the research topic. The children referred for suspected DLD underwent an overnight sleep video-EEG, logopedic-psychological evaluation and speech analysis. Healthy children served as a control speech database. SSOMs are using for speech units classification. We are searching for similar acoustic properties which depend on the manner of their formulation in vocal organs. The vowel mapping of patients is different in comparison with the vowel mapping of healthy children. We were using knowledge of phonetics, acoustics and ANN applications. New variants of the SSOM were tested theoretically and experimentally after the first experiments with Kohonen's SOM.
  • The contribution describes an original method for the intensity of speech defect monitoring in child patients with developmental dysphasia. Sleep EEG and speech analyses are the primary areas under discussion, while the finding of methods acceptable for improvement of the diagnosis and determination of therapeutic procedures is the research topic. The children referred for suspected DLD underwent an overnight sleep video-EEG, logopedic-psychological evaluation and speech analysis. Healthy children served as a control speech database. SSOMs are using for speech units classification. We are searching for similar acoustic properties which depend on the manner of their formulation in vocal organs. The vowel mapping of patients is different in comparison with the vowel mapping of healthy children. We were using knowledge of phonetics, acoustics and ANN applications. New variants of the SSOM were tested theoretically and experimentally after the first experiments with Kohonen's SOM. (en)
  • Článek popisuje originální metodu monitorování intenzity řečové vady u dětí s vývojovou dysfázií. Je diskutováno spánkové EEG a analýza řeči, dále hledání metod pro zdokonalení diagnózy a určení terapeutických procedur. Děti s DLD podstupují spánkové video-EEG, logopedicko-psychologické porovnání a analýzy řeči. Jako kontrolní metoda slouží řeč zdravých dětí. Ke klasifikaci jsou použity SSOM. Hledají se blízké akustické vlastnosti související se způsobem tvoření hlásek v hlasovém ústrojí. (cs)
Title
  • Effectiveness of Speech Analysis by Self-Organizing Maps in Children with Developmental Language Disorders
  • Účinnost metody založené na analýze řeči pomocí SOM u dětí s vývojovou vadou řeči (cs)
  • Effectiveness of Speech Analysis by Self-Organizing Maps in Children with Developmental Language Disorders (en)
skos:prefLabel
  • Effectiveness of Speech Analysis by Self-Organizing Maps in Children with Developmental Language Disorders
  • Účinnost metody založené na analýze řeči pomocí SOM u dětí s vývojovou vadou řeči (cs)
  • Effectiveness of Speech Analysis by Self-Organizing Maps in Children with Developmental Language Disorders (en)
skos:notation
  • RIV/68407700:21230/08:03146661!RIV09-MZ0-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/05/0278), P(NR8287)
http://linked.open...iv/cisloPeriodika
  • 6
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 365354
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/08:03146661
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Developmental language disorder; EEG monitoring; artificial neural networks; children speech analysis; supervised self-organizing maps (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV
  • [566F6508C6B0]
http://linked.open...i/riv/nazevZdroje
  • Neuro-endocrinology Letters
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 29
http://linked.open...iv/tvurceVysledku
  • Tučková, Jana
  • Komárek, V.
http://linked.open...ain/vavai/riv/wos
  • 000263044200022
issn
  • 0172-780X
number of pages
http://localhost/t...ganizacniJednotka
  • 21230
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