Active learning for sound event classification using Bayesian neural networks with Gaussian variational posterior

Shishkin, S., Hollosi, D., Goetze, S. orcid.org/0000-0003-1044-7343 et al. (1 more author) (2024) Active learning for sound event classification using Bayesian neural networks with Gaussian variational posterior. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP24), 14-19 Apr 2024, Seoul, South Korea. Institute of Electrical and Electronics Engineers (IEEE) , pp. 896-900. ISBN 979-8-3503-4486-8

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Item Type: Proceedings Paper
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© 2024 The Author(s). Except as otherwise noted, this author-accepted version of a conference paper published in International Conference on Acoustics, Speech, and Signal Processing (ICASSP) is made available via the University of Sheffield Research Publications and Copyright Policy under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/

Keywords: sound event classification; active learning; Bayesian neural networks; PANN embeddings
Dates:
  • Published: 18 March 2024
  • Accepted: 13 December 2023
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 29 Feb 2024 11:52
Last Modified: 28 Mar 2024 12:31
Status: Published
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Refereed: Yes
Identification Number: 10.1109/ICASSP48485.2024.10446970
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