Nilesh Madhu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 41

Top Topics

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

EURASIP J. Audio Speech Music. Process.

Publications

Stijn Kindt, Jenthe Thienpondt, Luca Becker, Nilesh Madhu
Correction: Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios. EURASIP J. Audio Speech Music. Process. 2024 (1) (2024)
Mathias Baert, Bart Moons, Jowan Pittevils, Yanjue Song, Nilesh Madhu, Jeroen Hoebeke
Evaluation of BLE-based audio broadcasting under probabilistic interference. Comput. Commun. 222 (2024)
Yanjue Song, Doyeon Kim, Nilesh Madhu, Hong-Goo Kang
On the Disentanglement and Robustness of Self-Supervised Speech Representations. ICEIC (2024)
Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
Spatially Selective Speaker Separation Using a DNN With a Location Dependent Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Haixin Zhao, Nilesh Madhu
Bitrate-Informed Coded Speech Enhancement Model. ICEIC (2024)
Yanjue Song, Nilesh Madhu
Phase Reconstruction in Single Channel Speech Enhancement Based on Phase Gradients and Estimated Clean-Speech Amplitudes. ICASSP (2024)
Yanjue Song, Nilesh Madhu
Investigations on the Optimal Estimation of Speech Envelopes for the Two-Stage Speech Enhancement. Sensors 23 (14) (2023)
Stijn Kindt, Jenthe Thienpondt, Nilesh Madhu
Exploiting Speaker Embeddings for Improved Microphone Clustering and Speech Separation in ad-hoc Microphone Arrays. ICASSP (2023)
Stijn Kindt, Jenthe Thienpondt, Luca Becker, Nilesh Madhu
Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Simeon Beeckman, Yanlu Li, Soren Aasmul, Roel Baets, Pierre Boutouyrie, Patrick Segers, Nilesh Madhu
Enhancing Multichannel Laser-Doppler Vibrometry Signals with Application to (Carotid-Femoral) Pulse Transit Time Estimation. EMBC (2023)
Pratima Upretee, Sybren Santermans, Koen M. Martens, Juliette Gevers, Sanjin Marion, Wouter Van den Bosch, Jan Fostier, Nilesh Madhu
Detecting Translocation of DNA Nanostructures Through Nanopores: First Steps Towards Structural Barcode Readout. EUSIPCO (2023)
Alexander Bohlender, Liesbeth Roelens, Nilesh Madhu
Improved Deep Speaker Localization and Tracking: Revised Training Paradigm and Controlled Latency. ICASSP (2023)
Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck
Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio. CoRR (2023)
Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck
Margin-Mixup: A Method for Robust Speaker Verification In Multi-Speaker Audio. ICASSP (2023)
Yanjue Song, Nilesh Madhu
Aiding Speech Harmonic Recovery in DNN-Based Single Channel Noise Reduction Using Cepstral Excitation Manipulation (CEM) Components. ICASSP (2023)
Alexander Bohlender, Lucas Van Severen, Jonathan Sterckx, Nilesh Madhu
DOA-guided source separation with direction-based initialization and time annotations using complex angular central Gaussian mixture models. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Yanjue Song, Nilesh Madhu
Improved CEM for Speech Harmonic Enhancement in Single Channel Noise Suppression. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Stijn Kindt, Alexander Bohlender, Nilesh Madhu
Improved Separation of Closely-spaced Speakers by Exploiting Auxiliary Direction of Arrival Information within a U-Net Architecture. AVSS (2022)
Yanjue Song, Stijn Kindt, Nilesh Madhu
Drone Ego-Noise Cancellation for Improved Speech Capture using Deep Convolutional Autoencoder Assisted Multistage Beamforming. FUSION (2022)
Yanjue Song, Ernest Van Hoecke, Nilesh Madhu
Portable and Non-Intrusive Fill-State Detection for Liquid-Freight Containers Based on Vibration Signals. Sensors 22 (20) (2022)
Warre Geeroms, Gianni Allebosch, Stijn Kindt, Loubna Kadri, Peter Veelaert, Nilesh Madhu
Audio-Visual Active Speaker Identification: A comparison of dense image-based features and sparse facial landmark-based features. SDF (2022)
Siyuan Song, Brecht Desplanques, Kris Demuynck, Nilesh Madhu
SoftVAD in iVector-Based Acoustic Scene Classification for Robustness to Foreground Speech. EUSIPCO (2022)
Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
Neural Networks Using Full-Band and Subband Spatial Features for Mask Based Source Separation. EUSIPCO (2021)
Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
Exploiting Temporal Context in CNN Based Multisource DOA Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Sushmita Thakallapalli, Suryakanth V. Gangashetty, Nilesh Madhu
NMF-weighted SRP for multi-speaker direction of arrival estimation: robustness to spatial aliasing while exploiting sparsity in the atom-time domain. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu
Robust Acoustic Scene Classification in the Presence of Active Foreground Speech. EUSIPCO (2021)
Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu
Robust Acoustic Scene Classification in the Presence of Active Foreground Speech. CoRR (2021)
Stijn Kindt, Alexander Bohlender, Nilesh Madhu
2D Acoustic Source Localisation Using Decentralised Deep Neural Networks on Distributed Microphone Arrays. ITG Conference on Speech Communication (2021)
Anthony McAtear, Ruben Gielen, Nilesh Madhu
Robust Period Estimation of Automated Cutting Systems by Improved Autocorrelation & Linear Regression Techniques. EUSIPCO (2020)
Nilesh Madhu, Mohammed Krini
Spectral refinement with adaptive window-size selection for voicing detection and fundamental frequency estimation. ISSPIT (2020)
Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
Least-Squares DOA Estimation with an Informed Phase Unwrapping and Full Bandwidth Robustness. ICASSP (2020)
Sushmita Thakallapalli, Suryakanth V. Gangashetty, Nilesh Madhu
A New Weighted NMF Algorithm For Missing Data Interpolation And Its Application To Speech Enhancement. EUSIPCO (2019)
Mohammed Krini, Nilesh Madhu
Generalized Refinement of Short-Term Fourier Spectra in Time- and Frequency- Domain and its Combination with Polyphase Filterbanks. ISSPIT (2019)
Sebastian Gergen, Rainer Martin, Nilesh Madhu
Source Separation by Feature-Based Clustering of Microphones in Ad Hoc Arrays. IWAENC (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
A Priori SNR Computation for Speech Enhancement Based on Cepstral Envelope Estimation. IWAENC (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
DNN-Supported Speech Enhancement With Cepstral Estimation of Both Excitation and Envelope. IEEE ACM Trans. Audio Speech Lang. Process. 26 (12) (2018)
Sebastian Gergen, Rainer Martin, Nilesh Madhu
Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays. ITG Symposium on Speech Communication (2018)
Ruben Verhack, Nilesh Madhu, Glenn Van Wallendael, Peter Lambert, Thomas Sikora
Steered Mixture-of-Experts Approximation of Spherical Image Data. EUSIPCO (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
Two-stage speech enhancement with manipulation of the cepstral excitation. HSCMA (2017)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
Instantaneous A Priori SNR Estimation by Cepstral Excitation Manipulation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (8) (2017)
Mehdi Zohourian, Rainer Martin, Nilesh Madhu
New insights into the role of the head radius in model-based binaural speaker localization. EUSIPCO (2017)
Raphael Koning, Nilesh Madhu, Jan Wouters
Ideal Time-Frequency Masking Algorithms Lead to Different Speech Intelligibility and Quality in Normal-Hearing and Cochlear Implant Listeners. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
An iterative speech model-based a priori SNR estimator. INTERSPEECH (2015)
Nilesh Madhu, Rainer Martin, Heinz-Werner Rehn, Sebastian Gergen, A. Fischer
A hierarchical approach for the online, on-board detection and localisation of brake squeal using microphone arrays. HSCMA (2014)
Nilesh Madhu, Sung-Kyo Jung
Speaker recognition performance under ideal-knowledge noise suppression: an investigation. SLAM@INTERSPEECH (2014)
Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer
Consistent iterative hard thresholding for signal declipping. ICASSP (2013)
Nilesh Madhu, Ann Spriet, Sofie Jansen, Raphael Koning, Jan Wouters
The Potential for Speech Intelligibility Improvement Using the Ideal Binary Mask and the Ideal Wiener Filter in Single Channel Noise Reduction Systems: Application to Auditory Prostheses. IEEE Trans. Speech Audio Process. 21 (1) (2013)
Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer
Consistent Iterative Hard Thresholding For Signal Declipping CoRR (2013)
Radu Ranta, Nilesh Madhu
Reference Estimation in EEG: Analysis of Equivalent Approaches. IEEE Signal Process. Lett. 19 (1) (2012)
Nilesh Madhu, Radu Ranta, Louis Maillard, Laurent Koessler
A unified treatment of the reference estimation problem in depth EEG recordings. Medical Biol. Eng. Comput. 50 (10) (2012)
Nilesh Madhu, Rainer Martin
A Versatile Framework for Speaker Separation Using a Model-Based Speaker Localization Approach. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Sebastian Gergen, Rainer Martin, Nilesh Madhu
A New Performance Criterion for Microphone Array Geometries and Filterand- Sum Beamforming. Sprachkommunikation (2010)
Nilesh Madhu, Colin Breithaupt, Rainer Martin
Temporal smoothing of spectral masks in the cepstral domain for speech separation. ICASSP (2008)
Nilesh Madhu, Ivan Tashev, Alex Acero
AN EM-based probabilistic approach for Acoustic Echo Suppression. ICASSP (2008)
Nilesh Madhu, Rainer Martin
Robust speaker localization through adaptive weighted pair TDOA (AWEPAT) estimation. INTERSPEECH (2005)
Chiu Shun Wong, D. Obradovic, Nilesh Madhu
Independent component analysis (ICA) for blind equalization of frequency selective channels. NNSP (2003)