Andrey Malinin
Andrey Malinin
PhD Student, Machine Learning and Speech Recognition, University of Cambridge
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TitleCited byYear
Predictive uncertainty estimation via prior networks
A Malinin, M Gales
Advances in Neural Information Processing Systems, 7047-7058, 2018
Incorporating uncertainty into deep learning for spoken language assessment
A Malinin, A Ragni, K Knill, M Gales
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
Off-topic response detection for spontaneous spoken english assessment
A Malinin, RC Van Dalen, Y Wang, KM Knill, MJ Gales
Impact of ASR Performance on Free Speaking Language Assessment.
K Knill, MJF Gales, K Kyriakopoulos, A Malinin, A Ragni, Y Wang, ...
Interspeech, 1641-1645, 2018
Towards automatic assessment of spontaneous spoken English
Y Wang, MJF Gales, KM Knill, K Kyriakopoulos, A Malinin, RC van Dalen, ...
Speech Communication 104, 47-56, 2018
An attention based model for off-topic spontaneous spoken response detection: An Initial Study
A Malinin, K Knill, A Ragni, Y Wang, M Gales
A hierarchical attention based model for off-topic spontaneous spoken response detection
A Malinin, K Knill, MJF Gales
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
Prior Networks for Detection of Adversarial Attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
A Malinin, M Gales
arXiv preprint arXiv:1905.13472, 2019
Ensemble Distribution Distillation
A Malinin, B Mlodozeniec, M Gales
arXiv preprint arXiv:1905.00076, 2019
Improved Auto-Marking Confidence for Spoken Language Assessment
M Del Vecchio, A Malinin, MJF Gales
2018 IEEE Spoken Language Technology Workshop (SLT), 957-963, 2018
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