Axel Berg

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2024
Mark THE LU SYSTEM FOR DCASE 2024 SOUND EVENT LOCALIZATION AND DETECTION CHALLENGE
Berg, Axel ^LU ; Engman, Johanna ^LU ; Gulin, Jens ^LU ; Åström, Karl ^LU and Oskarsson, Magnus ^LU (2024)
- Book/Report › Report
Mark Towards Federated Learning with on-device Training and Communication in 8-bit Floating Point
Wang, Bokun ; Berg, Axel ^LU ; Acar, Durmus Alp Emre and Zhou, Chuteng (2024) FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics
- Contribution to conference › Paper, not in proceeding
Mark Learning Multi-Target TDOA Features for Sound Event Localization and Detection
Berg, Axel ^LU ; Engman, Johanna ^LU ; Gulin, Jens ^LU ; Åström, Kalle ^LU and Oskarsson, Magnus ^LU (2024) Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2024 p.16-20
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Machine Learning for Perception and Localization: Efficient and Invariant Methods
Berg, Axel ^LU (2024) In Doctoral Thesis in Mathematical Sciences 2024(5).
- Thesis › Doctoral thesis (compilation)
Mark wav2pos: Sound Source Localization using Masked Autoencoders
Berg, Axel ^LU ; Gulin, Jens ^LU ; O'Connor, Mark ; Zhou, Chuteng ; Åström, Kalle ^LU and Oskarsson, Magnus ^LU (2024) 2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) In International Conference on Indoor Positioning and Indoor Navigation (IPIN) p.1-8
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2022
Mark Extending GCC-PHAT using Shift Equivariant Neural Networks
Berg, Axel ^LU ; O'Connor, Mark ; Åström, Kalle ^LU and Oskarsson, Magnus ^LU (2022) Interspeech 2022 In Interspeech p.1791-1795
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Applications of Diversity and the Self-Attention Mechanism in Neural Networks
Berg, Axel ^LU (2022) In Licentiate Thesis in Mathematical Sciences 2022(1).
- Thesis › Licentiate thesis
Mark Points to patches: Enabling the use of self-attention for 3D shape recognition
Berg, Axel ^LU ; Oskarsson, Magnus ^LU and O'Connor, Mark (2022) 26TH International Conference on Pattern Recognition, 2022 In International Conference on Pattern Recognition p.528-534
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2021
Mark Keyword Transformer: A Self-Attention Model for Keyword Spotting
Berg, Axel ^LU ; O'Connor, Mark and Cruz, Miguel Tairum (2021) Interspeech 2021 In Interspeech p.4249-4253
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Deep ordinal regression with label diversity
Berg, Axel ^LU ; Oskarsson, Magnus ^LU and O'Connor, Mark (2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.2740-2747
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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