About: Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech.     Goto   Sponge   NotDistinct   Permalink

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Description
  • We try to investigate methods for extracting knowledge from existing continuous speech databases for optimisation of neural network topology to improve the generalization ability of ANN. The ANN for the modelling of fundamental frequency and duration of a speech unit for a Text-to-Speech synthesis are trained by natural speech. The principle of synthesizer is based on the concatenation of speech units. We also use speech unit segmentation of a text for prosody modelling.
  • We try to investigate methods for extracting knowledge from existing continuous speech databases for optimisation of neural network topology to improve the generalization ability of ANN. The ANN for the modelling of fundamental frequency and duration of a speech unit for a Text-to-Speech synthesis are trained by natural speech. The principle of synthesizer is based on the concatenation of speech units. We also use speech unit segmentation of a text for prosody modelling. (en)
Title
  • Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech.
  • Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech. (en)
skos:prefLabel
  • Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech.
  • Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech. (en)
skos:notation
  • RIV/67985807:_____/02:06030204!RIV/2004/GA0/A06004/N
http://linked.open.../vavai/riv/strany
  • 31;36
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/02/0124), Z(AV0Z1030915)
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
  • 657306
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/02:06030204
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • feature selection; text-to-speech processing; prosody modelling; speech synthesis; neural network utilization (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DEA4C62E2BD1]
http://linked.open...v/mistoKonaniAkce
  • Nottingham [GB]
http://linked.open...i/riv/mistoVydani
  • Nottingham
http://linked.open...i/riv/nazevZdroje
  • Recent Advances in Soft Computing.
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
  • Šebesta, Václav
  • Tučková, J.
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
  • Nottingham Trent University
https://schema.org/isbn
  • 1-84233-076-4
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