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Description
  • Je obecně známo, že rozpoznávání spontánní řeči je extrémně náročná úloha a to především kvůli častým přerušením řeči, nespisovným výrazům a velkému počtu slov mimo slovník (OOV). Vzhledem k velmi častému používání nespisovných slov je také velký nedostatek vhodných trénovacích dat pro jazykové modelování. Zmínění fakt často dramaticky snižuje výsledky rozpoznávání (Acc). Tento článek se snaží popsat některé techniky odstraňující tyto problémy. (cs)
  • It is widely known that the recognition of spontaneous speech is an extremely challenging task due to the frequent occurrence of speech disfluences, colloquial words and a large number of Out-Of-Vocabulary (OOV) words. Owing to very common ungrammatical form of pronounced sentences there is also the lack of appropriate in-domain training data for language modeling. Mentioned phenomena often dramatically decrease the recognition accuracy (Acc). This paper wants to describe several techniques which try to alleviate any of these problems.
  • It is widely known that the recognition of spontaneous speech is an extremely challenging task due to the frequent occurrence of speech disfluences, colloquial words and a large number of Out-Of-Vocabulary (OOV) words. Owing to very common ungrammatical form of pronounced sentences there is also the lack of appropriate in-domain training data for language modeling. Mentioned phenomena often dramatically decrease the recognition accuracy (Acc). This paper wants to describe several techniques which try to alleviate any of these problems. (en)
Title
  • Recognition of spontaneous speech - some problems and their solutions
  • Rozpoznávání spontánní řeči - několik problémů a jejich řešení (cs)
  • Recognition of spontaneous speech - some problems and their solutions (en)
skos:prefLabel
  • Recognition of spontaneous speech - some problems and their solutions
  • Rozpoznávání spontánní řeči - několik problémů a jejich řešení (cs)
  • Recognition of spontaneous speech - some problems and their solutions (en)
skos:notation
  • RIV/49777513:23520/06:00000092!RIV09-MSM-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1P05ME786)
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
  • 496721
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/06:00000092
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • spontaneous speech; LVCSR; speech recognition; language modeling; colloquial speech; OOV words. (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [AADE83FB25CD]
http://linked.open...v/mistoKonaniAkce
  • Orlando, Florida, USA
http://linked.open...i/riv/mistoVydani
  • Orlando
http://linked.open...i/riv/nazevZdroje
  • CITSA 2006
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
  • Ircing, Pavel
  • Psutka, Josef
  • Hoidekr, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000250912900031
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • IIIS
https://schema.org/isbn
  • 978-980-6560-83-3
http://localhost/t...ganizacniJednotka
  • 23520
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