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Statements

Subject Item
n2:RIV%2F00216208%3A11320%2F14%3A10289403%21RIV15-MSM-11320___
rdf:type
n13:Vysledek skos:Concept
rdfs:seeAlso
http://www.aclweb.org/anthology/W14-4315
dcterms: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.
dcterms: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
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
skos:notation
RIV/00216208:11320/14:10289403!RIV15-MSM-11320___
n3:aktivita
n8:P
n3:aktivity
P(LK11221)
n3:dodaniDat
n20:2015
n3:domaciTvurceVysledku
n21:5077508 n21:3131068
n3:druhVysledku
n15:D
n3:duvernostUdaju
n22:S
n3:entitaPredkladatele
n11:predkladatel
n3:idSjednocenehoVysledku
17489
n3:idVysledku
RIV/00216208:11320/14:10289403
n3:jazykVysledku
n17:eng
n3:klicovaSlova
lattices; posterior; word; producing; toolkit; kaldi; based; recogniser; speech; line; free
n3:klicoveSlovo
n4:recogniser n4:line n4:lattices n4:posterior n4:producing n4:kaldi n4:based n4:toolkit n4:speech n4:word n4:free
n3:kontrolniKodProRIV
[28B6004E5B39]
n3:mistoKonaniAkce
Philadelphia, PA, USA
n3:mistoVydani
Stroudsburg, PA, USA
n3:nazevZdroje
Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue
n3:obor
n5:IN
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:projekt
n18:LK11221
n3:rokUplatneniVysledku
n20:2014
n3:tvurceVysledku
Jurčíček, Filip Plátek, Ondřej
n3:typAkce
n9:WRD
n3:zahajeniAkce
2014-06-18+02:00
s:numberOfPages
5
n14:hasPublisher
Association for Computational Linguistics
n10:isbn
978-1-941643-21-1
n19:organizacniJednotka
11320