Researcher
Peter Karsmakers
- Disciplines:Machine learning and decision making, Embedded and real-time systems, Ubiquitous computing, Audio and speech computing
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → Today - Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Aug 2018 - Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → 30 Sep 2013 - Computer Science Technology, Geel Campus (Technology cluster)
Member
From1 Sep 2018 → 31 Jul 2020 - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 31 Aug 2018 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 2004 → 31 Dec 2009
Projects
1 - 10 of 27
- Fault Tolerant Neural Networks for Space ApplicationsFrom1 Jan 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- COMPASS: Computer Aided Respiratory Therapy based on Audio and Spirometry SignalsFrom1 Oct 2023 → TodayFunding: IOF - technology validation in lab
- Multi Sensor fusion for In process Control (Music_SBO)From1 Jan 2023 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Integrated Building Blocks for Smart and Robust Resonant Power ConvertersFrom26 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Smartify Assets using Fiber Optic Sensors (SAFOS_sbo)From1 Oct 2022 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Bega Kwa Bega: building climate-smart, biodiverse, resilient and inclusive agroforestry systems in Tanzania’smountain environmentsFrom1 Sep 2022 → TodayFunding: VLIR-UOS TEAM
- ACMON: Robust Acoustic Monitoring in Industrial EnvironmentsFrom1 Apr 2021 → 30 Sep 2023Funding: IWT / VLAIO - Flanders Make - ICON
- A multimodal approach to track disease progression in cardiorespiratory patientsFrom2 Mar 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine Learning Models for Indoor Person Monitoring using Radar Signals (PhD)From25 Feb 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
Publications
1 - 10 of 60
- Constraint guided gradient descent: Training with inequality constraints with applications in regression and semantic segmentation(2023)
Authors: Quinten Van Baelen, Peter Karsmakers
- Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning(2023)
Authors: Vikram Jain, Marian Verhelst, Peter Karsmakers
- Audio classification with resource-constrained wireless sensor networks(2022)
Authors: Gert Dekkers, Peter Karsmakers, Toon van Waterschoot, Bart Vanrumste
- Dynamic sensor activation and decision-level fusion in Wireless Acoustic Sensor Networks for classification of domestic activities(2021)
Authors: Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
Pages: 196 - 210 - Musical note onset detection based on a spectral sparsity measure(2021)
Authors: Mina MOUNIR ABDELMESSIH SHEHATA, Peter Karsmakers, Toon van Waterschoot
- Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study(2021)
Authors: Yiyuan Zhang, Oluwatosin John Babarinde, Peter Karsmakers, Dominique Schreurs, Sabine Verschueren, Bart Vanrumste
Pages: 152765 - 152779 - Didymella bryoniae in cucumber: an integrated control strategy(2020)
Authors: Sofie Van Laethem, Rudi Aerts, Mario Frans, Peter Karsmakers, Anneleen Paeleman
Pages: 105 - 112 - On-edge adaptive acoustic models: an application to acoustic person presence detection(2020)
Authors: Lode Vuegen, Peter Karsmakers
Pages: 679 - 684Number of pages: 6 - Acoustic Event Detection: Feature, Evaluation and Dataset Design(2020)
Authors: Mina MOUNIR ABDELMESSIH SHEHATA, Toon van Waterschoot, Peter Karsmakers
- CNN-based Note Onset Detection using Synthetic Data Augmentation(2020)
Authors: Mina MOUNIR ABDELMESSIH SHEHATA, Peter Karsmakers, Toon van Waterschoot
Pages: 171 - 175