About: Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription     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)

AttributesValues
rdf:type
Description
  • In this paper we study a close incorporation of speaker diarization with speaker adaptive speech recognition in our broadcast transcription system. We provide our motivation for utilization of speech transcripts in the diarization process and analyze the effect it yields in terms of diarization performance or computational cost. Further, speaker adaptation performed according to various scenarios of speaker segmentation and diarization of an audio stream is evaluated. For better insight, the limit performance is evaluated substituting most of the components of the system by the oracle ones.
  • In this paper we study a close incorporation of speaker diarization with speaker adaptive speech recognition in our broadcast transcription system. We provide our motivation for utilization of speech transcripts in the diarization process and analyze the effect it yields in terms of diarization performance or computational cost. Further, speaker adaptation performed according to various scenarios of speaker segmentation and diarization of an audio stream is evaluated. For better insight, the limit performance is evaluated substituting most of the components of the system by the oracle ones. (en)
Title
  • Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription
  • Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription (en)
skos:prefLabel
  • Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription
  • Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription (en)
skos:notation
  • RIV/46747885:24220/12:#0002007!RIV13-MK0-24220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(DF11P01OVV013)
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
  • 172250
http://linked.open...ai/riv/idVysledku
  • RIV/46747885:24220/12:#0002007
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Speaker diarization; i-vectors; speaker adaptation; CMLLR; broadcast transcription (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [3949DD963313]
http://linked.open...v/mistoKonaniAkce
  • Portland, USA
http://linked.open...i/riv/mistoVydani
  • Portland, USA
http://linked.open...i/riv/nazevZdroje
  • Proc. of Interspeech 2012
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
  • Nouza, Jan
  • Silovský, Jan
  • Červa, Petr
  • Žďánský, Jindřich
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • ISCA
https://schema.org/isbn
  • 978-1-61839-270-1
http://localhost/t...ganizacniJednotka
  • 24220
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software