Detail publikace

iVector Fusion of Prosodic and Cepstral Features for Speaker Verification

Originální název

iVector Fusion of Prosodic and Cepstral Features for Speaker Verification

Anglický název

iVector Fusion of Prosodic and Cepstral Features for Speaker Verification

Jazyk

en

Originální abstrakt

This publication is about the first results on the use of total variability modeling of the mean supervector space for a set of prosodic features. We show that this iVector approach outperforms the standard JFA approach originally proposed for these features. We note that this improvement over JFA is observed only when the iVectors are modeled using the PLDA back end.

Anglický abstrakt

This publication is about the first results on the use of total variability modeling of the mean supervector space for a set of prosodic features. We show that this iVector approach outperforms the standard JFA approach originally proposed for these features. We note that this improvement over JFA is observed only when the iVectors are modeled using the PLDA back end.

BibTex


@inproceedings{BUT76448,
  author="Marcel {Kockmann} and Luciana {Ferrer} and Lukáš {Burget} and Jan {Černocký}",
  title="iVector Fusion of Prosodic and Cepstral Features for Speaker Verification",
  annote="This publication is about the first results on the use of total variability
modeling of the mean supervector space for a set of prosodic features. We show
that this iVector approach outperforms the standard JFA approach originally
proposed for these features. We note that this improvement over JFA is observed
only when the iVectors are modeled using the PLDA back end.",
  address="International Speech Communication Association",
  booktitle="Proceedings of Interspeech 2011",
  chapter="76448",
  edition="NEUVEDEN",
  howpublished="print",
  institution="International Speech Communication Association",
  number="8",
  year="2011",
  month="august",
  pages="265--268",
  publisher="International Speech Communication Association",
  type="conference paper"
}