Publication Details

How To Improve Your Speaker Embeddings Extractor in Generic Toolkits

ZEINALI Hossein, BURGET Lukáš, ROHDIN Johan A., STAFYLAKIS Themos and ČERNOCKÝ Jan. How To Improve Your Speaker Embeddings Extractor in Generic Toolkits. In: Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). Brighton: IEEE Signal Processing Society, 2019, pp. 6141-6145. ISBN 978-1-5386-4658-8. Available from: https://ieeexplore.ieee.org/abstract/document/8683445
Czech title
Jak zlepšit Váš extraktor embeddingů mluvčích v běžných toolkitech
Type
conference paper
Language
english
Authors
Zeinali Hossein, Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
Rohdin Johan A., Dr. (DCGM FIT BUT)
Stafylakis Themos (OMILIA)
Černocký Jan, doc. Dr. Ing. (DCGM FIT BUT)
URL
Keywords

Deep neural network, speaker embedding, xvector, Tensorflow, Kaldi.

Published
2019
Pages
6141-6145
Proceedings
Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)
Conference
2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Brighton, GB
ISBN
978-1-5386-4658-8
Publisher
IEEE Signal Processing Society
Place
Brighton, GB
DOI
UT WoS
000482554006074
EID Scopus
BibTeX
@INPROCEEDINGS{FITPUB12037,
   author = "Hossein Zeinali and Luk\'{a}\v{s} Burget and A. Johan Rohdin and Themos Stafylakis and Jan \v{C}ernock\'{y}",
   title = "How To Improve Your Speaker Embeddings Extractor in Generic Toolkits",
   pages = "6141--6145",
   booktitle = "Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)",
   year = 2019,
   location = "Brighton, GB",
   publisher = "IEEE Signal Processing Society",
   ISBN = "978-1-5386-4658-8",
   doi = "10.1109/ICASSP.2019.8683445",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/12037"
}
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