Organisationsprofil
Organisationsprofil
The Machine Learning group conducts research in advancing machine learning methods and developing applications for a variety of signals and data, aiming to provide advanced AI solutions to real-world problems. The group focuses its research on learning theory and algorithms, deep learning, representation learning, learning from speech and multimodal data, and applications of machine learning.
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Samarbejde i de sidste fem år
Profiler
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Classique - Center for Classical Communication in the Quantum Era
Popovski, P. (PI (principal investigator)), Østergaard, J. (CoI (co-investigator)), Pedersen, T. G. (CoI (co-investigator)), Cornean, H. (CoI (co-investigator)) & Larsen, K. G. (CoI (co-investigator))
01/02/2025 → 31/01/2031
Projekter: Projekt › Forskning
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Speech Enhancement using Sequence Modelling Neural Architectures and Spoken Large Language Models
Kühne, N. L. (PI (principal investigator)), Tan, Z.-H. (Supervisor), Østergaard, J. (Supervisor) & Jensen, J. (Supervisor)
02/09/2024 → 31/08/2028
Projekter: Projekt › Ph.d.-projekt
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AAU Water
Lykke, A. (Projektkoordinator), Quist-Jensen, C. A. (PI (principal investigator)), Vollertsen, J. (PI (principal investigator)), Nielsen, P. H. (PI (principal investigator)), Larsen, K. G. (PI (principal investigator)), Ali, A. (PI (principal investigator)), Aschmoneit, F. J. (PI (principal investigator)), Pomianowski, M. Z. (PI (principal investigator)) & Wisniewski, R. (PI (principal investigator))
01/05/2024 → …
Projekter: Projekt › Forskning
Publikationer
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MambAttention: Mamba With Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
Kühne, N. L., Jensen, J., Østergaard, J. & Tan, Z.-H., 2026, I: IEEE Transactions on Audio, Speech and Language Processing. 34, s. 820-833 14 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Noise Analysis and Variance Reduction of Continuous Impedance Measurements of Energized Superconducting Magnets
Christensen, M. B. B., Koch, P., Podzorny, T. & Ostergaard, J., mar. 2026, I: IEEE Transactions on Applied Superconductivity. 36, 2, 20 s., 9001020.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Parameter efficient speaker adaptation for enhancement of bone-conducted speech
Fogerty, D., Edraki, A., Chan, W. Y. & Jensen, J., 1 feb. 2026, I: JASA Express Letters. 6, 2, 025204.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Forskningsdatasæt
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VB-DemandEx
Nikolai Lund Kühne (Ophavsperson), Jesper Jensen (Ophavsperson), Jan Østergaard (Ophavsperson) & Zheng-Hua Tan (Ophavsperson), Hugging Face, 1 jul. 2025
DOI: 10.57967/hf/5907
Datasæt
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Room Impulse Responses for Low-Frequency Sound Field Control
Cadavid Tobón, J. M. (Ophavsperson), Møller, M. B. (Bidrager), van Waterschoot, T. (Bidrager), Bech, S. (Bidrager) & Østergaard, J. (Bidrager), Zenodo, 15 jun. 2024
Datasæt
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Can real-ear insertion gain deviations from generic fitting prescriptions predict self-reported outcomes?
Narayanan, S. K. (Ophavsperson), Rye, P. (Ophavsperson), Piechowiak, T. (Ophavsperson), Ravn, G. (Ophavsperson), Wolff, A. (Ophavsperson), Houmøller, S. S. (Ophavsperson), Schmidt, J. H. (Ophavsperson) & Hammershøi, D. (Ophavsperson), Taylor & Francis, 7 apr. 2022
DOI: 10.6084/m9.figshare.19538156.v1, https://tandf.figshare.com/articles/journal_contribution/Can_real-ear_insertion_gain_deviations_from_generic_fitting_prescriptions_predict_self-reported_outcomes_/19538156/1
Datasæt: Supplerende materiale
Priser
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Best Student Paper
Cadavid Tobón, J. M. (Modtager), Møller, M. B. (Modtager), van Waterschoot, T. (Modtager), Bech, S. (Modtager) & Østergaard, J. (Modtager), 15 jun. 2024
Pris: Konferencepriser
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Aktiviteter
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Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations
Yadav, S. (Foredragsholder)
2 sep. 2024Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
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Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
Yadav, S. (Foredragsholder)
9 maj 2024Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
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Felix Agner
Wisniewski, R. (Vært)
27 nov. 2023 → 1 dec. 2023Aktivitet: Værtskab for gæsteforsker › Værtskab for gæsteforsker
Presse/medier
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Forsker på dansk universitet får plads i førende ai-organisation
Masegosa, A., Moeslund, T. B. & Tan, Z.-H.
15/12/2025
1 element af Mediedækning
Presse/medie
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Forskere går nye veje for at forudsige klimaets kritiske skift
22/10/2025
1 element af Mediedækning
Presse/medie