Publication Details

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

DELCROIX, M.; ŽMOLÍKOVÁ, K.; OCHIAI, T.; KINOSHITA, K.; ARAKI, S.; NAKATANI, T. Evaluation of SpeakerBeam target speech extraction in real noisy and reverberant conditions. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF JAPAN, 2019, vol. 2019, no. 2, p. 1-2. ISSN: 0369-4232.
Czech title
Evaluace techniky SpeakerBeam pro extrakci cílového mluvčího v podmínkách realistického šumu a dozvuku
Type
journal article
Language
English
Authors
Delcroix Marc (FIT)
Žmolíková Kateřina, Ing., Ph.D. (FIT)
OCHIAI, T.
Kinoshita Keisuke (FIT)
ARAKI, S.
Nakatani Tomohiro (FIT)
URL
Keywords

SpeakerBeam, speaker, extraction, neural network

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.

Published
2019
Pages
1–2
Journal
THE JOURNAL OF THE ACOUSTICAL SOCIETY OF JAPAN, vol. 2019, no. 2, ISSN 0369-4232
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/"
}
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