On the reliability of feature attribution methods for speech classification

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Original language	English
Title of host publication	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Pages	266--270
Number of pages	5
DOIs	https://doi.org/10.21437/Interspeech.2025-1911
Publication status	Published - Aug 2025
Event	Interspeech Conference 2025 - Rotterdam Duration: 17 Aug 2024 → 21 Aug 2025 Conference number: 26

Keywords

@inproceedings{baa7a1b28c624f79b1183c6752d7efd2,

title = "On the reliability of feature attribution methods for speech classification",

keywords = "speech processing, interpretability, feature attribution",

author = "Gaofei Shen and Hosein Mohebbi and Arianna Bisazza and Afra Alishahi and Grzegorz Chrupa{\l}a",

year = "2025",

month = aug,

doi = "10.21437/Interspeech.2025-1911",

language = "English",

pages = "266----270",

booktitle = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

note = "Interspeech Conference 2025 ; Conference date: 17-08-2024 Through 21-08-2025",

}

On the reliability of feature attribution methods for speech classification. / Shen, Gaofei ; Mohebbi, Hosein; Bisazza, Arianna et al.
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2025. p. 266--270.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - On the reliability of feature attribution methods for speech classification

AU - Shen, Gaofei

AU - Mohebbi, Hosein

AU - Bisazza, Arianna

AU - Alishahi, Afra

AU - Chrupała, Grzegorz

N1 - Conference code: 26

PY - 2025/8

Y1 - 2025/8

KW - speech processing

KW - interpretability

KW - feature attribution

U2 - 10.21437/Interspeech.2025-1911

DO - 10.21437/Interspeech.2025-1911

M3 - Conference contribution

SP - 266

EP - 270

BT - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

T2 - Interspeech Conference 2025

Y2 - 17 August 2024 through 21 August 2025

ER -