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Description
  • A technique for detection and rejection of incorrectly recognized words is described. The used speech recognition system is based on a speaker-independent continuous density Hidden Markov Model recognizer and so-called mumble model. The new method is fully statistically based. Therefore selection of features for training and classification, procedures for statistical models parameters estimation, and experimental results are reported. The rejection technique achieves approximately 12% equal error rate in detection of incorrectly recognized words.
  • A technique for detection and rejection of incorrectly recognized words is described. The used speech recognition system is based on a speaker-independent continuous density Hidden Markov Model recognizer and so-called mumble model. The new method is fully statistically based. Therefore selection of features for training and classification, procedures for statistical models parameters estimation, and experimental results are reported. The rejection technique achieves approximately 12% equal error rate in detection of incorrectly recognized words. (en)
  • V článku je popsána technika pro detekci a zamítnutí nesprávně rozpoznaných slov. Využitý systém rozpoznávání řeči je založen na HMM se spojitými hustotními funkcemi a tzv. výplňovém modelu. Nová metoda je plně statistická. (cs)
Title
  • Rejection technique based on the mumble model
  • Rejection technique based on the mumble model (en)
  • Technika zamítnutí založená na modelu výplně (cs)
skos:prefLabel
  • Rejection technique based on the mumble model
  • Rejection technique based on the mumble model (en)
  • Technika zamítnutí založená na modelu výplně (cs)
skos:notation
  • RIV/49777513:23520/02:00000251!RIV07-MSM-23520___
http://linked.open.../vavai/riv/strany
  • 221
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 235200004)
http://linked.open...iv/cisloPeriodika
  • 0
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
  • 661934
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/02:00000251
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • EM algorithm; mumble model; rejection technique (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV
  • [15FDFC61A2A1]
http://linked.open...i/riv/nazevZdroje
  • Lecture Notes in Artificial Intelligence
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Bartoš, Tomáš
  • Müller, Luděk
http://linked.open...n/vavai/riv/zamer
issn
  • 0302-9743
number of pages
http://localhost/t...ganizacniJednotka
  • 23520
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