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Description
  • This paper presents an extension of the Kaldi automatic speech recognition toolkit to support on-line recognition. The resulting recogniser supports acoustic models trained using state-of-the-art acoustic modelling techniques. As the recogniser produces word posterior lattices, it is particularly useful in statistical dialogue systems, which try to exploit uncertainty in the recognizer's output. Our experiments show that the on- line recogniser performs significantly better in terms of latency when compared to a cloud-based recogniser.
  • This paper presents an extension of the Kaldi automatic speech recognition toolkit to support on-line recognition. The resulting recogniser supports acoustic models trained using state-of-the-art acoustic modelling techniques. As the recogniser produces word posterior lattices, it is particularly useful in statistical dialogue systems, which try to exploit uncertainty in the recognizer's output. Our experiments show that the on- line recogniser performs significantly better in terms of latency when compared to a cloud-based recogniser. (en)
Title
  • Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices
  • Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices (en)
skos:prefLabel
  • Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices
  • Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices (en)
skos:notation
  • RIV/00216208:11320/14:10289403!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(LK11221)
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
  • 17489
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/14:10289403
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • lattices; posterior; word; producing; toolkit; kaldi; based; recogniser; speech; line; free (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [28B6004E5B39]
http://linked.open...v/mistoKonaniAkce
  • Philadelphia, PA, USA
http://linked.open...i/riv/mistoVydani
  • Stroudsburg, PA, USA
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue
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
  • Jurčíček, Filip
  • Plátek, Ondřej
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Association for Computational Linguistics
https://schema.org/isbn
  • 978-1-941643-21-1
http://localhost/t...ganizacniJednotka
  • 11320
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