Ronald M. Aarts

Engineering · Physical Sciences

36h-index5.3kcitations282works0.92yr avg
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Research Topics

Non-Invasive Vital Sign Monitoring(82), EEG and Brain-Computer Interfaces(57), Speech and Audio Processing(45), Heart Rate Variability and Autonomic Control(42), Acoustic Wave Phenomena Research(32)

Publications282 total

Physics-Guided Variational Model for Unsupervised Sound Source Tracking
arXiv (Cornell University)·2026Open Access
Physics-Guided Variational Model for Unsupervised Sound Source Tracking
arXiv (Cornell University)·2026Open Access
Clustering of Acoustic Environments with Variational Autoencoders for Hearing Devices
ArXiv.org·2025Open Access
Detection of nocturnal epileptic seizures using a wearable armband: A deep learning approach combining accelerometry and photoplethysmography signals
Computer Methods and Programs in Biomedicine·2025· 1 citedOpen Access
Hybrid Real- And Complex-Valued Neural Network Concept For Low-Complexity Phase-Aware Speech Enhancement
arXiv (Cornell University)·2025Open Access
Target Speaker Selection for Neural Network Beamforming in Multi-Speaker Scenarios
2025
Detecting and measuring respiratory events in horses during exercise with a microphone: deep learning vs. standard signal processing
2025Open Access
Hybrid Real- and Complex-valued Neural Network Architecture
arXiv (Cornell University)·2025Open Access
Data-driven inverse dynamics modeling using neural-networks and regression-based techniques
Multibody System Dynamics·2024· 6 citedOpen Access
Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement
arXiv (Cornell University)·2024Open Access
Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state
Acta Paediatrica·2024· 4 citedOpen Access
Delayed matrix pencil method for local shear wave viscoelastographic estimation
Computer Methods and Programs in Biomedicine Update·2024· 1 citedOpen Access
Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement
IEEE Access·2024Open Access
Improving Video-Based Actigraphy for Sleep Monitoring of Preterm Infants
2023Open Access
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences
IEEE Transactions on Instrumentation and Measurement·2023· 6 citedOpen Access
Deep Learning-based Signal Quality Assessment in Wearable ECG Monitoring
Computing in cardiology·2023· 3 citedOpen Access
Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States
Children·2023· 2 citedOpen Access
A Review on Atrial Fibrillation Detection From Ambulatory ECG
IEEE Transactions on Biomedical Engineering·2023· 11 citedOpen Access
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data
2023· 1 citedOpen Access
Delayed Matrix Pencil Method for Local Shear Wave Viscoelastographic Estimation
SSRN Electronic Journal·2023Open Access
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Frequent Co-authors

Xi Long(18), Pedro Fonseca(14), Reinder Haakma(8), Mustafa Radha(7), Jérôme Foussier(6), Linda M. Eerikäinen(6), Rik Vullings(5), A. J. E. M. Janssen(5), A. Bonomi(4), Fons Schipper(4), Lukas Dekker(4), Helma M. de Morree(3), Johan Arends(3), Massimo Mischi(3), M. J. Rooijakkers(3), Bin Yin(2), Arnaud Moreau(2), Marco Ross(2), Andreas Cerny(2), P. Anderer(2)