Detail publikačního výsledku

BUT BABEL System for Spontaneous Cantonese

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

Originální název

BUT BABEL System for Spontaneous Cantonese

Anglický název

BUT BABEL System for Spontaneous Cantonese

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

This article describes the novel things we have brought to our BABEL Cantonese system include 6-layer Stacked Bottle-Neck features and usingf0 at the input of this NN. We have also investigated into robustnessof SBN training (silence, normalization) and shown anefficient combination with PLP and (again!) F0 features usingRegion-Dependent transforms. Last by not least, a combinationof RDT with another popular adaptation technique (SAT) wasshown beneficial.

Anglický abstrakt

This article describes the novel things we have brought to our BABEL Cantonese system include 6-layer Stacked Bottle-Neck features and usingf0 at the input of this NN. We have also investigated into robustnessof SBN training (silence, normalization) and shown anefficient combination with PLP and (again!) F0 features usingRegion-Dependent transforms. Last by not least, a combinationof RDT with another popular adaptation technique (SAT) wasshown beneficial.

Klíčová slova

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

Klíčová slova v angličtině

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

Autoři

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

Rok RIV

2014

Vydáno

25.08.2013

Nakladatel

International Speech Communication Association

Místo

Lyon

ISBN

978-1-62993-443-3

Kniha

Proceedings of Interspeech 2013

ISSN

2308-457X

Periodikum

Interspeech

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="Interspeech",
  number="8",
  pages="2589--2593",
  publisher="International Speech Communication Association",
  address="Lyon",
  isbn="978-1-62993-443-3",
  url="http://www.fit.vutbr.cz/research/groups/speech/publi/2013/karafiat_interspeech2013_IS131522.pdf"
}