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Description
  • The contribution describes the artifical neural network (ANN) approach for modeling of fundamental frequency and duration of speech in text-to-speech synthesis. Methods for knowledge extraction from speech data are investigated and the number of ANN parameters for improvement of the generalization ability of ANN is minimized. The GUHA method for the choice of the most important input parameters and the standard pruning process of ANN for the optimization of generalization ability is applied.
  • The contribution describes the artifical neural network (ANN) approach for modeling of fundamental frequency and duration of speech in text-to-speech synthesis. Methods for knowledge extraction from speech data are investigated and the number of ANN parameters for improvement of the generalization ability of ANN is minimized. The GUHA method for the choice of the most important input parameters and the standard pruning process of ANN for the optimization of generalization ability is applied. (en)
Title
  • Data mining approach for prosody modelling by ANN in text-to-speech synthesis.
  • Data mining approach for prosody modelling by ANN in text-to-speech synthesis. (en)
skos:prefLabel
  • Data mining approach for prosody modelling by ANN in text-to-speech synthesis.
  • Data mining approach for prosody modelling by ANN in text-to-speech synthesis. (en)
skos:notation
  • RIV/67985882:_____/01:13010108!RIV/2003/AV0/A13003/N
http://linked.open.../vavai/riv/strany
  • 161;166
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GV102/96/K087), P(IAA2030801), P(KSK1019101), P(OC 258.10), Z(AV0Z1030915), Z(AV0Z2067918)
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
  • 676911
http://linked.open...ai/riv/idVysledku
  • RIV/67985882:_____/01:13010108
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • speech processing; - speech synthesis; - neural nets; - data mining (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7487ED2D9285]
http://linked.open...v/mistoKonaniAkce
  • Marbella [ES]
http://linked.open...i/riv/mistoVydani
  • Anaheim
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the IASTED International Conference on Artificial Intelligence and Applications - AIA 2001.
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Tučková, Jana
  • Šebesta, Václav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IASTED/Acta Press
https://schema.org/isbn
  • 0-88986-301-6
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