About: Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework

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About: Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://link.springer.com/chapter/10.1007%2F978-3-319-10816-2_73
Description	This paper describes the integration of an on-line Kaldi speech recogniser into the Alex Dialogue Systems Framework (ADSF). As the Kaldi OnlineLatgenRecogniser is written in C++, we first developed a Python wrapper for the recogniser so that the ADSF, written in Python, could interface with it. Training scripts for acoustic and language modelling were developed and integrated into ADSF, and acoustic and language models were build. Finally, optimal recogniser parameters were determined and evaluated. The dialogue system Alex with the new speech recogniser is evaluated on Public Transport Information (PTI) domain. This paper describes the integration of an on-line Kaldi speech recogniser into the Alex Dialogue Systems Framework (ADSF). As the Kaldi OnlineLatgenRecogniser is written in C++, we first developed a Python wrapper for the recogniser so that the ADSF, written in Python, could interface with it. Training scripts for acoustic and language modelling were developed and integrated into ADSF, and acoustic and language models were build. Finally, optimal recogniser parameters were determined and evaluated. The dialogue system Alex with the new speech recogniser is evaluated on Public Transport Information (PTI) domain. (en)
Title	Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework (en)
skos:prefLabel	Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework Integration of an On-line Kaldi Speech Recogniser to the Alex Dialogue Systems Framework (en)
skos:notation	RIV/00216208:11320/14:10289404!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(LK11221), P(LM2010013), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Plátek, Ondřej Jurčíček, Filip
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	22172
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/14:10289404
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	framework; systems; dialogue; alex; recogniser; speech; kaldi; line; integration (en)
http://linked.open.../riv/klicoveSlovo	kaldi recogniser dialogue alex framework speech systems integration line
http://linked.open...ontrolniKodProRIV	[E806E1C8FC9C]
http://linked.open...v/mistoKonaniAkce	Brno, Czechia
http://linked.open...i/riv/mistoVydani	Berlin / Heidelberg
http://linked.open...i/riv/nazevZdroje	Text, Speech and Dialogue: 17th International Conference, TSD
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Development of statistical methods for spoken dalogue systems LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Jurčíček, Filip Plátek, Ondřej
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-09-09 (xsd:date)
issn	0302-9743
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-319-10816-2_73
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-319-10815-5
http://localhost/t...ganizacniJednotka	11320

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