Publications
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2023
ŠŮSTEK, M.; JOSHI, S.; LI, H.; THEBAUD, T.; VILLALBA LOPEZ, J.; KHUDANPUR, S.; DEHAK, N. Joint Energy-Based Model for Robust Speech Classification System against Dirty-Label Backdoor Poisoning Attacks. Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023.
p. 1-8. ISBN: 979-8-3503-0689-7. DetailTHEBAUD, T.; JOSHI, S.; LI, H.; ŠŮSTEK, M.; VILLALBA LOPEZ, J.; KHUDANPUR, S.; DEHAK, N. Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System. Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023.
p. 1-8. ISBN: 979-8-3503-0689-7. Detail -
2022
ŠŮSTEK, M.; SADHU, S.; HEŘMANSKÝ, H. Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Incheon: International Speech Communication Association, 2022.
p. 1046-1050. ISSN: 1990-9772. Detail -
2019
ŠŮSTEK, M.; VÍDEŇSKÝ, F.; ZBOŘIL, F.; ZBOŘIL, F. Family Coat of Arms and Armorial Achievement Classification. In Intelligent Systems Design and Applications. Advances in Intelligent Systems and Computing. Advances in Intelligent Systems and Computing. Los Alamitos: Springer International Publishing, 2019.
p. 577-586. ISSN: 2194-5357. Detail -
2018
ŠŮSTEK, M.; ZBOŘIL, F. Obtaining word embedding from existing classification model. In Intelligent Systems Design and Applications. Advances in Intelligent Systems and Computing. ISDA 2017 Intelligent Systems Design and Applications. Cham: Springer International Publishing, 2018.
p. 540-547. ISBN: 978-3-319-76347-7. ISSN: 2194-5357. Detail