Publications per year
Publications per year
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A Brief Overview of Unsupervised Neural Speech Representation Learning
Borgholt, L., Havtorn, J. D., Edin, J., Maaløe, L. & Igel, C., 2022, Proceedings of 2nd Workshop on Self-supervised Learning for Audio and Speech Processing. Association for the Advancement of Artificial Intelligence, 13 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File12 Downloads (Pure) -
Benchmarking Generative Latent Variable Models for Speech
Havtorn, J. D., Borgholt, L., Hauberg, S., Frellsen, J. & Maaløe, L., 2022, Proceedings of ICLR Workshop on Deep Generative Models for Highly Structured Data. 23 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Model-agnostic out-of-distribution detection using combined statistical tests
Bergamin, F., Mattei, P-A., Havtorn, J. D., Senetaire, H., Schmutz, H., Maaløe, L., Hauberg, S. & Frellsen, J., 2022, Proceedings of the 25th International Conference on Artificial Intelligence and Statistics . International Machine Learning Society (IMLS), p. 10753-10776 (Proceedings of Machine Learning Research, Vol. 151).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile6 Downloads (Pure) -
Self-Supervised Speech Representation Learning: A Review
Mohamed, A., Lee, H., Borgholt, L., Havtorn, J. D., Edin, J., Igel, C., Kirchhoff, K., Li, S-W., Livescu, K., Maaløe, L., Sainath, T. N. & Watanabe, S., 2022, In: IEEE Journal of Selected Topics in Signal Processing. 16, 6, p. 1179-1210Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile65 Downloads (Pure) -
Hierarchical VAEs Know What They Don't Know
Havtorn, J. D., Frellsen, J., Hauberg, S. & Maaløe, L., 2021, Proceedings of the 38th International Conference on Machine Learning. International Machine Learning Society (IMLS), 12 p. (Proceedings of Machine Learning Research, Vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile188 Downloads (Pure)
Projects
- 1 Active
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Uncertainty estimation for machine learning system self-assessment on medical conversations
Havtorn, J. D., Frellsen, J., Hauberg, S., Maaløe, L., Winther, O. & Agic, Z.
01/09/2020 → 02/01/2024
Project: PhD