Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics
Approved
Classifications
MinEdu publication type
A1 Journal article (peer-reviewed)
Definition
Article
Target group
Scientific
Peer reviewed
Peer-reviewed
Article type
Journal article
Host publication type
Journal
Publication channel information
Title of journal/series
IEEE journal of selected topics in signal processing
ISSN (print)
1932-4553
ISSN (electronic)
1941-0484
ISSN (linking)
1932-4553
Publisher
IEEE
Publication forum ID
57458
Publication forum level
3
Internationality
Yes
Detailed publication information
Publication year
2025
Reporting year
2025
Journal/series volume number
[Epub ahead of print 16 May 2025]
Page numbers
1-16
DOI
10.1109/JSTSP.2025.3569430
Language of publication
English
Co-publication information
International co-publication
Yes
Co-publication with a company
No
Availability
Link to online publication
Classification and additional information
MinEdu field of science classification
6121 Languages, 113 Computer and information sciences, 213 Electronic, automation and communications engineering, electronics
Keywords
anti-spoofing; ASVspoof; Clever Hans; Dataset bias; shortcut learning
Funding information
Funding information in the publication
This work was partially supported by Academy of Finland (Decision No. 349605, project ”SPEECHFAKES”).
Source database ID
Scopus ID
2-s2.0-105005472030