Publication detail

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

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

Original Title

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

Type

journal article - other

Language

English

Original Abstract

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.

Keywords

SpeakerBeam, speaker, extraction, neural network

Authors

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

Released

10. 10. 2019

ISBN

0369-4232

Periodical

THE JOURNAL OF THE ACOUSTICAL SOCIETY OF JAPAN

Year of study

2019

Number

2

State

Japan

Pages from

1

Pages to

2

Pages count

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/"
}

Documents

delcroix_asj_spring_2019-1.pdf