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Playing a part: speaker verification at the movies

Abstract:

The goal of this work is to investigate the performance of popular speaker recognition models on speech segments from movies, where often actors intentionally disguise their voice to play a character. We make the following three contributions: (i) We collect a novel, challenging speaker recognition dataset called VoxMovies, with speech for 856 identities from almost 4000 movie clips. VoxMovies contains utterances with varying emotion, accents and background noise, and therefore comprises an e...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/ICASSP39728.2021.9413815

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
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Name:
Engineering and Physical Sciences Research Council
Funder identifier:
http://dx.doi.org/10.13039/501100000266
Grant:
EP/M013774/1
Publisher:
IEEE
Journal:
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP) More from this journal
Issue:
2021
Pages:
6174-6178
Publication date:
2021-05-13
Acceptance date:
2021-01-29
Event title:
2021 International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Event location:
Toronto, Ontario, Canada
Event website:
https://www.2021.ieeeicassp.org/
Event start date:
2021-06-06
Event end date:
2021-06-11
DOI:
EISSN:
2379-190X
ISSN:
1520-6149
EISBN:
978-1-7281-7605-5
ISBN:
978-1-7281-7606-2
Language:
English
Keywords:
Pubs id:
1163225
Local pid:
pubs:1163225
Deposit date:
2021-02-23

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