Nilesh Madhu

Ghent University Hospital — Belgium

Computer Science · Physical Sciences

15h-index783citations117works0.52yr avg
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Research Topics

Speech and Audio Processing(77), Advanced Adaptive Filtering Techniques(34), Speech Recognition and Synthesis(30), Music and Audio Processing(26), Blind Source Separation Techniques(17)

Publications117 total

Novel Training Paradigm and Ablation Study on Integrating Background Noise with Variable Accuracy for Noise-Aware Speech Enhancement
2025Open Access
The sound(ness) of data: From audio separation to ecosystem monitoring with data-driven machine learning
NOISE-CON proceedings·2025
Array Agnostic Multi-Channel Speech Presence Probability Estimation
2025Open Access
Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement
2025Open Access
Performance Evaluation of Routing Algorithms in FANETs for Disaster Management System: A Lab-Based Study
2025
Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry
Medical & Biological Engineering & Computing·2025Open Access
Coded speech enhancement using auxiliary utterance-level information
EURASIP Journal on Audio Speech and Music Processing·2025Open Access
Advanced Road Detection with Satellite Imagery Using Semantic Segmentation Models
2025
Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement
arXiv (Cornell University)·2025Open Access
Heart-carotid pulse-wave velocity via laser-Doppler vibrometry as a biomarker for arterial stiffening: a feasibility study
Physiological Measurement·2025· 1 citedOpen Access
Herpes Simplex Virus 2-Induced Acute Retinal Necrosis in an Immunocompetent Young Adult: A Diagnostic Conundrum
Delhi Journal of Ophthalmology·2025Open Access
Methods for Single-Biomolecule Translocation Event Detection From Nanopore Current Signal: A Review
IEEE Sensors Journal·2025Open Access
The Impact of Artificial Intelligence on Computer Science Applications
Journal of Emerging Technologies and Innovative Research·2025Open Access
Enhancing Neural Speech Embeddings for Generative Speech Models
2024Open Access
Deep Learning Architectures for Accurate Target Detection in Synthetic Aperture RADAR
2024
Salient sound extraction using deep neural networks predicting complex masks
2024Open Access
Weakly DOA Guided Speaker Separation with Random Look Directions and Iteratively Refined Target and Interference Priors
2024Open Access
Efficient, Cluster-Informed, Deep Speech Separation with Cross-Cluster Information in AD-HOC Wireless Acoustic Sensor Networks
2024
Investigation On System Bandwidth For DNN-Based Binaural Sound Localisation For Hearing AIDS
2024
Enhanced Deep Speech Separation in Clustered Ad Hoc Distributed Microphone Environments
2024· 2 cited
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Frequent Co-authors

Rainer Martin(11), Ann Spriet(9), Wouter Tirry(9), Alexander Bohlender(8), Jan Wouters(5), Stijn Kindt(5), Samy Elshamy(4), Tim Fingscheidt(4), Sebastian Gergen(4), Mitchel Kappen(3), Marie–Anne Vanderhasselt(3), Kris Demuynck(3), Jenthe Thienpondt(3), Yanjue Song(3), Raphael Koning(2), Jonas Van Der Donckt(2), Gert Vanhollebeke(2), Jens Allaert(2), Vic Degraeve(2), Sofie Van Hoecke(2)