CV

Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainability
Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen, Tuukka Ruotsalo, Lars Maaløe, Maria Maistro.
Preprint

An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records
Joakim Edin, Maria Maistro, Lars Maaløe, Jakob D Havtorn, Lasse Borgholt, Tuukka Ruotsalo.
Preprint

Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study
Joakim Edin, Alexander Junge, Jakob D Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, Lars Maaløe.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Self-supervised speech representation learning: A review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N Sainath, Shinji Watanabe.
IEEE Journal of Selected Topics in Signal Processing.

A brief overview of unsupervised neural speech representation learning
Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin, Lars Maaløe, Christian Igel.
AAAI 2022 workshop: The 2nd Workshop on Self-supervised Learning for Audio and Speech Processing.

MultiQT: Multimodal learning for real-time question tracking in speech
Jakob D Havtorn, Jan Latko, Joakim Edin, Lasse Borgholt, Lars Maaløe, Lorenzo Belgrano, Nicolai F Jacobsen, Regitze Sdun, Željko Agić.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020).

Research Principal
Corti
August 2022 - Present

Machine Learning Principal
Corti
June 2021 - August 2022

Machine Learning Engineer
Corti
September 2020 - June 2021

Junior Machine Learning Engineer
Corti
September 2019 - September 2020

Clinical Visiting Researcher
Stanford University, School of Medicine
February 2019 - July 2020

Doctor of Philosophy (Ph.D.), Machine Learning
University of Copenhagen
August 2022 - Present

Master in Biomedical Engineering (Honours Program)
Technical University of Denmark
September 2017 - June 2019

Bachelour in Biomedical Engineering
Technical University of Denmark
September 2014 - June 2017