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Career
·
Researcher
,
KU Leuven - DTAI (Declarative Languages and AI)
2024–
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PhD Student
,
KU Leuven
2012–2019
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Master's Degree in Electronics
,
KH Kempen
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Postdoctoral Researcher
,
KU Leuven
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AI researcher
,
View and Integrate
Publications
(34)
AN EXEMPLAR-BASED NMF APPROACH FOR AUDIO EVENT DETECTION
2013
113
cited
AN MFCC-GMM APPROACH FOR EVENT DETECTION AND CLASSIFICATION
2013
47
cited
DCASE 2018 Challenge - Task 5: Monitoring of domestic activities based on multi-channel acoustics
arXiv.org · 2018
42
cited
Self-taught assistive vocal interfaces: an overview of the ALADIN project
Interspeech · 2013
40
cited
Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a preliminary study
Workshop on Speech and Language Processing for Assistive Technologies · 2013
34
cited
An exemplar-based NMF approach to audio event detection
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics · 2013
15
cited
Footstep localization based on in-home microphone-array signals
2013
11
cited
Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2015
6
cited
The Impact of Missing Labels and Overlapping Sound Events on Multi-label Multi-instance Learning for Sound Event Classification
Workshop on Detection and Classification of Acoustic Scenes and Events · 2019
6
cited
Acoustic Event Classification using Low-Resolution Multi-label Non-negative Matrix Deconvolution
2018
4
cited
Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions
European Signal Processing Conference · 2015
4
cited
AUTOMATIC MONITORING OF ACTIVITIES OF DAILY LIVING USING A WIRELESS ACOUSTIC SENSOR NETWORK
2015
Exploring Model Architectures for Real-Time Lung Sound Event Detection
ESANN 2025 proceesdings · 2025
Footstep Localization By Acoustic Signals
2013
On-edge adaptive acoustic models: an application to acoustic person presence detection
The European Symposium on Artificial Neural Networks · 2020
Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition
The European Symposium on Artificial Neural Networks · 2021
ULTRASOUND BASED AUTOMATIC HOME OBSERVATION
2013
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