Detail publikace

Evaluation of SpeakerBeam target speech extraction in real noisy and reverberant conditions

DELCROIX, M. ŽMOLÍKOVÁ, K. OCHIAI, T. KINOSHITA, K. ARAKI, S. NAKATANI, T.

Originální název

Evaluation of SpeakerBeam target speech extraction in real noisy and reverberant conditions

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

The paper discusses SpeakerBeam for target speaker extraction. The main variation is in the use of a scaling adaptation layer to adapt a neural network instead of the previously proposed factorized layer. This enables to greatly reduce the number of model parameters, without affecting performance.

Klíčová slova

SpeakerBeam, speaker, extraction, neural network

Autoři

DELCROIX, M.; ŽMOLÍKOVÁ, K.; OCHIAI, T.; KINOSHITA, K.; ARAKI, S.; NAKATANI, T.

Vydáno

10. 10. 2019

ISSN

0369-4232

Periodikum

THE JOURNAL OF THE ACOUSTICAL SOCIETY OF JAPAN

Ročník

2019

Číslo

2

Stát

Japonsko

Strany od

1

Strany do

2

Strany počet

2

URL

https://www.fit.vut.cz/research/publication/12103/

BibTex

@article{BUT160008,
  author="DELCROIX, M. and ŽMOLÍKOVÁ, K. and OCHIAI, T. and KINOSHITA, K. and ARAKI, S. and NAKATANI, T.",
  title="Evaluation of SpeakerBeam target speech extraction in real noisy and reverberant conditions",
  journal="THE JOURNAL OF THE ACOUSTICAL SOCIETY OF JAPAN",
  year="2019",
  volume="2019",
  number="2",
  pages="1--2",
  issn="0369-4232",
  url="https://www.fit.vut.cz/research/publication/12103/"
}

Dokumenty

delcroix_asj_spring_2019-1.pdf