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Katharina Hoedt
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On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples
V Praher, K Prinz, A Flexer, G Widmer
International Society for Music Information Retrieval Conference, 531-538, 2021
142021
On End-to-End White-Box Adversarial Attacks in Music Information Retrieval
K Prinz, A Flexer, G Widmer
Transactions of the International Society for Music Information Retrieval 4 (1), 2021
142021
Concept-Based Techniques for" Musicologist-friendly" Explanations in a Deep Music Classifier
F Foscarin, K Hoedt, V Praher, A Flexer, G Widmer
International Society for Music Information Retrieval Conference, 876-883, 2022
52022
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers
K Hoedt, V Praher, A Flexer, G Widmer
Neural Computing and Applications 35 (14), 10011-10029, 2023
32023
Defending a Music Recommender Against Hubness-Based Adversarial Attacks
K Hoedt, A Flexer, G Widmer
Sound and Music Computing Conference, 389-394, 2022
22022
End-to-End Adversarial White Box Attacks on Music Instrument Classification
K Prinz, A Flexer
arXiv preprint arXiv:2007.14714, 2020
22020
Audio tagging with convolutional neural networks trained with noisy data
F Paischer, K Prinz, G Widmer
DCASE2019 Challenge, 2019
22019
The Impact of Label Noise on a Music Tagger
K Prinz, A Flexer, G Widmer
arXiv preprint arXiv:2008.06273, 2020
2020
Late-Breaking/Demo
K Prinz, A Flexer
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Articles 1–9