About: Pairwise Discriminative Speaker Verification in the I -Vector Space     Goto   Sponge   NotDistinct   Permalink

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Description
  • In this work we present a novel framework for discriminative training of speaker verification systems, where a trial is represented, as in the PLDA approach, by an i-vector pair, and the task is discrimination between same-speaker and dif- ferent-speaker classes. This pairwise SVM approach provides a more natural paradigm to speaker verification compared to the classical one-vs-all discriminative training.
  • In this work we present a novel framework for discriminative training of speaker verification systems, where a trial is represented, as in the PLDA approach, by an i-vector pair, and the task is discrimination between same-speaker and dif- ferent-speaker classes. This pairwise SVM approach provides a more natural paradigm to speaker verification compared to the classical one-vs-all discriminative training. (en)
Title
  • Pairwise Discriminative Speaker Verification in the I -Vector Space
  • Pairwise Discriminative Speaker Verification in the I -Vector Space (en)
skos:prefLabel
  • Pairwise Discriminative Speaker Verification in the I -Vector Space
  • Pairwise Discriminative Speaker Verification in the I -Vector Space (en)
skos:notation
  • RIV/00216305:26230/13:PU106428!RIV14-MSM-26230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED1.1.00/02.0070), Z(MSM0021630528)
http://linked.open...iv/cisloPeriodika
  • 6
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
  • 95146
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/13:PU106428
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Discriminative training, I-vector, large-scale training, probabilistic linear discriminant analysis, speaker recog- nition, support vector machines (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [8CD751735DE8]
http://linked.open...i/riv/nazevZdroje
  • IEEE Transactions on Audio, Speech, and Language Processing
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...v/svazekPeriodika
  • 2013
http://linked.open...iv/tvurceVysledku
  • Burget, Lukáš
  • Cumani, Sandro
  • Plchot, Oldřich
  • Laface, Pietro
  • Brummer, Niko
  • Vasilakakis, Vasileios
http://linked.open...n/vavai/riv/zamer
issn
  • 1558-7916
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/TASL.2013.2245655
http://localhost/t...ganizacniJednotka
  • 26230
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