Publications per year
Publications per year
Personal profile
Other information
Language Skills:English (fluent)
Danish (native)
German (basic)
Research areas
Machine learning Signal processing Multithreaded programmingExpertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Civilingeniør i anvendt matematik, DTU
2002 → 2005
Master of Science in Engineering and Applied Mathematics, Technical University of Denmark
2002 → 2005
Diplomingeniør på Elektro, DTU
1999 → 2002
BSc.E.E, Technical University of Denmark
1999 → 2002
External positions
Software Engineer, Spectronic Denmark A/S
2007 → 2008
Software Engineer, Brüel and Kjaer Sound and Vibration
2003 → 2006
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler
Gonzalez, P., Tan, Z. H., Østergaard, J., Jensen, J., Alstrøm, T. S. & May, T., 2024, Proceedings of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 10431-10435Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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3D-printed Radiopaque Microdevices with Enhanced Mucoadhesive Geometry for Oral Drug Delivery
Chang, T.-J., Kjeldsen, R. B., Christfort, J. F., Vila, E. M., Alstrøm, T. S., Zór, K., Hwu, E.-T., Nielsen, L. H. & Boisen, A., 2023, In: Advanced Healthcare Materials. 12, 4, 12 p., 2201897.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile157 Downloads (Pure) -
Amortized Variational Peak Fitting For Spectroscopic Data
Hansen, D. F., Alstrom, T. S. & Schmidt, M. N., 2023, Proceedings of IEEE 33rd International Workshop on Machine Learning for Signal Processing. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments
Gonzalez, P., Alstrøm, T. S. & May, T., 2023, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 31, p. 3390-3403Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile19 Downloads (Pure) -
LiRA-CD: An open-source dataset for road condition modelling and research
Skar, A., Vestergaard, A. M., Brüsch, T., Pour, S., Kindler, E., Alstrøm, T. S., Schlotz, U., Larsen, J. E. & Pettinari, M., 2023, In: Data in Brief. 49, 15 p., 109426.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile107 Downloads (Pure)
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Bayesian neural networks for molecular discovery
Tirsgaard, R. H. (PhD Student), Schmidt, M. N. (Main Supervisor) & Alstrøm, T. S. (Supervisor)
01/02/2024 → 31/01/2027
Project: PhD
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Causal explainability for time series
Brüsch, T. (PhD Student) & Alstrøm, T. S. (Main Supervisor)
01/09/2022 → 31/08/2025
Project: PhD
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Federated Machine Learning for Spectroscopy
Li, B. (PhD Student), Alstrøm, T. S. (Main Supervisor), Hansen, L. K. (Supervisor), Schmidt, M. N. (Supervisor), Iosifidis, A. (Examiner) & Arenas-Garcia, J. (Examiner)
01/02/2021 → 10/06/2024
Project: PhD
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Robust Speech Enhancement in Noisy and Reverberant Environments using Deep Neural Networks
Gonzalez, P. (PhD Student), May, T. (Main Supervisor), Alstrøm, T. S. (Supervisor), Barker, J. (Examiner) & Serizel, R. (Examiner)
01/12/2020 → 10/06/2024
Project: PhD
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Towards real time Raman molecular imaging of living organisms
Hansen, D. F. (PhD Student), Heinonen, M. (Examiner), Schmidt, M. N. (Main Supervisor), Alstrøm, T. S. (Supervisor) & Rinnan, Å. (Examiner)
01/03/2020 → 14/08/2024
Project: PhD
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Road Pavement Condition Forecasting Using Machine Learning
Alstrøm, T. S. (Main supervisor), Skar, A. (Supervisor) & Engell-Nørregård, M. (External examiner)
22 Jan 2024 → 3 Aug 2024Activity: Examinations and supervision › Supervisor activities
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Integration of Nanopillar SERS Substrates in a Microfluidic Platform for Analyte Separation and Quantitative Sensing
Durucan, O. (Guest lecturer), Morelli, L. (Guest lecturer), Wu, K. (Guest lecturer), Viehrig, M. (Guest lecturer), Ilchenko, O. (Guest lecturer), Zor, K. (Guest lecturer), Matteucci, M. (Guest lecturer), Alstrøm, T. S. (Guest lecturer), Rindzevicius, T. (Guest lecturer), Schmidt, M. S. (Guest lecturer) & Boisen, A. (Guest lecturer)
11 Jun 2017 → 17 Jun 2017Activity: Talks and presentations › Conference presentations
Datasets
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Data subset for road condition modelling - car sensor data
Skar, A. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Alstrøm, T. S. (Creator), Larsen, J. (Creator), Pettinari, M. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator) & Schlotz, U. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.23192909, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_car_sensor_data/23192909
Dataset
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Data subset for road condition modelling - reference data
Skar, A. (Creator), Alstrøm, T. S. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Larsen, J. (Creator), Pettinari, M. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator) & Schlotz, U. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.23097002.v1, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_reference_data/23097002/1
Dataset
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Data subset for road condition modelling - platoon friction test
Skar, A. (Creator), Alstrøm, T. S. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Larsen, J. (Creator), Pettinari, M. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator) & Schlotz, U. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.23096600.v1, https://data.dtu.dk/articles/dataset/Data_subset_for_road_condition_modelling_-_platoon_friction_test/23096600/1
Dataset
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Live Road Assessment Custom Dataset (LiRA-CD)
Skar, A. (Creator), Alstrøm, T. S. (Creator), Brüsch, T. (Creator), Vestergaard, A. M. (Creator), Larsen, J. (Creator), M. Pour, S. (Creator), Kindler, E. (Creator), Schlotz, U. (Creator) & Pettinari, M. (Creator), Technical University of Denmark, 2023
DOI: 10.11583/dtu.c.6659909, https://data.dtu.dk/collections/Live_Road_Assessment_Custom_Dataset_LiRA-CD_/6659909/1
Dataset