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  • This Article deals with the frame-based phoneme classifiers. A new efficient sequence-based training algorithm is proposed along with the sequence-based classification function. This method had shown to be an effective trainign tool compared with the standard frame-based training algorithm. The proposed algorithm had been further completed with the non-linear transform (kernel methods). The proposed algorithm was evaluated over the TIMIT speech corpus.
  • This Article deals with the frame-based phoneme classifiers. A new efficient sequence-based training algorithm is proposed along with the sequence-based classification function. This method had shown to be an effective trainign tool compared with the standard frame-based training algorithm. The proposed algorithm had been further completed with the non-linear transform (kernel methods). The proposed algorithm was evaluated over the TIMIT speech corpus. (en)
Title
  • Frame based phoneme classification using large margin and kernel methods
  • Frame based phoneme classification using large margin and kernel methods (en)
skos:prefLabel
  • Frame based phoneme classification using large margin and kernel methods
  • Frame based phoneme classification using large margin and kernel methods (en)
skos:notation
  • RIV/00216305:26220/10:PU87431!RIV13-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S, Z(MSM0021630513)
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
  • 259726
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/10:PU87431
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
  • [A3014B674623]
http://linked.open...v/mistoKonaniAkce
  • Baden
http://linked.open...i/riv/mistoVydani
  • Neuveden
http://linked.open...i/riv/nazevZdroje
  • Telecomunications and Signal Processing - TSP 2010
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Balík, Miroslav
  • Pfeifer, 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
  • Neuveden
https://schema.org/isbn
  • 978-963-88981-0-4
http://localhost/t...ganizacniJednotka
  • 26220
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