Detail publikace

BUT BABEL System for Spontaneous Cantonese

KARAFIÁT, M. GRÉZL, F. HANNEMANN, M. VESELÝ, K. ČERNOCKÝ, J.

Originální název

BUT BABEL System for Spontaneous Cantonese

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

This article describes the novel things we have brought to our BABEL Cantonese system include 6-layer Stacked Bottle-Neck features and using f0 at the input of this NN. We have also investigated into robustness of SBN training (silence, normalization) and shown an efficient combination with PLP and (again!) F0 features using Region-Dependent transforms. Last by not least, a combination of RDT with another popular adaptation technique (SAT) was shown beneficial.

Klíčová slova

speech recognition, discriminative training, bottle-neck neural networks, region-dependent transforms

Autoři

KARAFIÁT, M.; GRÉZL, F.; HANNEMANN, M.; VESELÝ, K.; ČERNOCKÝ, J.

Rok RIV

2013

Vydáno

25. 8. 2013

Nakladatel

International Speech Communication Association

Místo

Lyon

ISBN

978-1-62993-443-3

Kniha

Proceedings of Interspeech 2013

ISSN

2308-457X

Periodikum

Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013).

Číslo

8

Stát

Francouzská republika

Strany od

2589

Strany do

2593

Strany počet

5

URL

http://www.fit.vutbr.cz/research/groups/speech/publi/2013/karafiat_interspeech2013_IS131522.pdf

BibTex

@inproceedings{BUT103550,
  author="Martin {Karafiát} and František {Grézl} and Mirko {Hannemann} and Karel {Veselý} and Jan {Černocký}",
  title="BUT BABEL System for Spontaneous Cantonese",
  booktitle="Proceedings of Interspeech 2013",
  year="2013",
  journal="Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013).",
  number="8",
  pages="2589--2593",
  publisher="International Speech Communication Association",
  address="Lyon",
  isbn="978-1-62993-443-3",
  issn="2308-457X",
  url="http://www.fit.vutbr.cz/research/groups/speech/publi/2013/karafiat_interspeech2013_IS131522.pdf"
}