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Description
  • This paper proposed new afficient training algorithm for a hiearchical frame-based phoneme classifier. THis hiearchical structure represents a simple metric over the tree root structure. The proposed classification function is based on the linear classification problem where each phoneme has its own weight vector which is trained during the learning phase. The results clearly shows that our proposed algorithm outperforms all the others. All the evaluation have been performed over the timit speech corpus.
  • This paper proposed new afficient training algorithm for a hiearchical frame-based phoneme classifier. THis hiearchical structure represents a simple metric over the tree root structure. The proposed classification function is based on the linear classification problem where each phoneme has its own weight vector which is trained during the learning phase. The results clearly shows that our proposed algorithm outperforms all the others. All the evaluation have been performed over the timit speech corpus. (en)
Title
  • An Efficient training algorithm for frame-based phoneme classification
  • An Efficient training algorithm for frame-based phoneme classification (en)
skos:prefLabel
  • An Efficient training algorithm for frame-based phoneme classification
  • An Efficient training algorithm for frame-based phoneme classification (en)
skos:notation
  • RIV/00216305:26220/10:PU87691!RIV13-MPO-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(FR-TI1/481), S
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
  • 246191
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/10:PU87691
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • classifier, features, kernel, optimalization, phoneme, prototypes, speech, tree (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1607F78F5302]
http://linked.open...v/mistoKonaniAkce
  • Velké Losiny
http://linked.open...i/riv/mistoVydani
  • Neuveden
http://linked.open...i/riv/nazevZdroje
  • Research in Telecomunication Technology - RTT 2010
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...iv/tvurceVysledku
  • Müller, Jakub
  • Pfeifer, Václav
  • Vrba, Kamil
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Neuveden
https://schema.org/isbn
  • 978-80-248-2261-7
http://localhost/t...ganizacniJednotka
  • 26220
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