Nilesh Madhu - RankMe

71 papers A 3B 2C 2Misc 9Journal 23Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Array Agnostic Multi-Channel Speech Presence Probability Estimation. EUSIPCO Shuai Tao, Kaixuan Yang, Stijn Kindt, Jesper Rindom Jensen, Mads Græsbøll Christensen, Nilesh Madhu
2025	J	`jnl`	Coded speech enhancement using auxiliary utterance-level information. EURASIP J. Audio Speech Music. Process. Haixin Zhao, Nilesh Madhu
2025	C	`conf`	Novel Training Paradigm and Ablation Study on Integrating Background Noise with Variable Accuracy for Noise-Aware Speech Enhancement. ISPA Siyuan Song, Haixin Zhao, Nilesh Madhu
2025	J	`jnl`	Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry. Medical Biol. Eng. Comput. Silvia Seoni, Patrick Segers, Simeon Beeckman, Massimo Salvi, Marco Romanelli, Smriti Badhwar, Rosa Maria Bruno, Yanlu Li, Soren Aasmul, Nilesh Madhu, Filippo Molinari, Umberto Morbiducci
2025	—	`conf`	Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement. EUSIPCO Haixin Zhao, Nilesh Madhu
2025	J	`jnl`	Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement. CoRR Haixin Zhao, Nilesh Madhu
2024	—	`conf`	Bitrate-Informed Coded Speech Enhancement Model. ICEIC Haixin Zhao, Nilesh Madhu
2024	J	`jnl`	Correction: Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios. EURASIP J. Audio Speech Music. Process. Stijn Kindt, Jenthe Thienpondt, Luca Becker, Nilesh Madhu
2024	—	`conf`	Efficient, Cluster-Informed, Deep Speech Separation with Cross-Cluster Information in AD-HOC Wireless Acoustic Sensor Networks. IWAENC Stijn Kindt, Jihyun Kim, Hong-Goo Kang, Nilesh Madhu
2024	A	`conf`	Enhanced Deep Speech Separation in Clustered Ad Hoc Distributed Microphone Environments. INTERSPEECH Jihyun Kim, Stijn Kindt, Nilesh Madhu, Hong-Goo Kang
2024	—	`conf`	Enhancing Neural Speech Embeddings for Generative Speech Models. APSIPA Doyeon Kim, Yanjue Song, Nilesh Madhu, Hong-Goo Kang
2024	J	`jnl`	Evaluation of BLE-based audio broadcasting under probabilistic interference. Comput. Commun. Mathias Baert, Bart Moons, Jowan Pittevils, Yanjue Song, Nilesh Madhu, Jeroen Hoebeke
2024	—	`conf`	Insights into Magnitude and Phase Estimation by Masking and Mapping in DNN-Based Multichannel Speaker Separation. ICASSP Workshops Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2024	—	`conf`	Investigation On System Bandwidth For DNN-Based Binaural Sound Localisation For Hearing AIDS. IWAENC Jonas Van Damme, Stijn Kindt, Siyuan Song, Jasper Maes, Nilesh Madhu
2024	—	`conf`	On the Disentanglement and Robustness of Self-Supervised Speech Representations. ICEIC Yanjue Song, Doyeon Kim, Nilesh Madhu, Hong-Goo Kang
2024	Misc	`conf`	Phase Reconstruction in Single Channel Speech Enhancement Based on Phase Gradients and Estimated Clean-Speech Amplitudes. ICASSP Yanjue Song, Nilesh Madhu
2024	—	`conf`	Salient sound extraction using deep neural networks predicting complex masks. SPA Tomasz Grzywalski, Dick Botteldooren, Yanjue Song, Nilesh Madhu
2024	J	`jnl`	Spatially Selective Speaker Separation Using a DNN With a Location Dependent Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2024	—	`conf`	Spectrum-Aware Neural Vocoder Based on Self-Supervised Learning for Speech Enhancement. EUSIPCO Yanjue Song, Doyeon Kim, Hong-Goo Kang, Nilesh Madhu
2024	—	`conf`	Weakly DOA Guided Speaker Separation with Random Look Directions and Iteratively Refined Target and Interference Priors. IWAENC Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2023	Misc	`conf`	Aiding Speech Harmonic Recovery in DNN-Based Single Channel Noise Reduction Using Cepstral Excitation Manipulation (CEM) Components. ICASSP Yanjue Song, Nilesh Madhu
2023	—	`conf`	Detecting Translocation of DNA Nanostructures Through Nanopores: First Steps Towards Structural Barcode Readout. EUSIPCO Pratima Upretee, Sybren Santermans, Koen M. Martens, Juliette Gevers, Sanjin Marion, Wouter Van den Bosch, Jan Fostier, Nilesh Madhu
2023	—	`conf`	Enhancing Multichannel Laser-Doppler Vibrometry Signals with Application to (Carotid-Femoral) Pulse Transit Time Estimation. EMBC Simeon Beeckman, Yanlu Li, Soren Aasmul, Roel Baets, Pierre Boutouyrie, Patrick Segers, Nilesh Madhu
2023	Misc	`conf`	Exploiting Speaker Embeddings for Improved Microphone Clustering and Speech Separation in ad-hoc Microphone Arrays. ICASSP Stijn Kindt, Jenthe Thienpondt, Nilesh Madhu
2023	Misc	`conf`	Improved Deep Speaker Localization and Tracking: Revised Training Paradigm and Controlled Latency. ICASSP Alexander Bohlender, Liesbeth Roelens, Nilesh Madhu
2023	J	`jnl`	Investigations on the Optimal Estimation of Speech Envelopes for the Two-Stage Speech Enhancement. Sensors Yanjue Song, Nilesh Madhu
2023	Misc	`conf`	Margin-Mixup: A Method for Robust Speaker Verification In Multi-Speaker Audio. ICASSP Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck
2023	J	`jnl`	Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio. CoRR Jenthe Thienpondt, Nilesh Madhu, Kris Demuynck
2023	J	`jnl`	Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios. EURASIP J. Audio Speech Music. Process. Stijn Kindt, Jenthe Thienpondt, Luca Becker, Nilesh Madhu
2022	—	`conf`	Audio-Visual Active Speaker Identification: A comparison of dense image-based features and sparse facial landmark-based features. SDF Warre Geeroms, Gianni Allebosch, Stijn Kindt, Loubna Kadri, Peter Veelaert, Nilesh Madhu
2022	J	`jnl`	DOA-guided source separation with direction-based initialization and time annotations using complex angular central Gaussian mixture models. EURASIP J. Audio Speech Music. Process. Alexander Bohlender, Lucas Van Severen, Jonathan Sterckx, Nilesh Madhu
2022	C	`conf`	Drone Ego-Noise Cancellation for Improved Speech Capture using Deep Convolutional Autoencoder Assisted Multistage Beamforming. FUSION Yanjue Song, Stijn Kindt, Nilesh Madhu
2022	J	`jnl`	Improved CEM for Speech Harmonic Enhancement in Single Channel Noise Suppression. IEEE ACM Trans. Audio Speech Lang. Process. Yanjue Song, Nilesh Madhu
2022	B	`conf`	Improved Separation of Closely-spaced Speakers by Exploiting Auxiliary Direction of Arrival Information within a U-Net Architecture. AVSS Stijn Kindt, Alexander Bohlender, Nilesh Madhu
2022	J	`jnl`	Portable and Non-Intrusive Fill-State Detection for Liquid-Freight Containers Based on Vibration Signals. Sensors Yanjue Song, Ernest Van Hoecke, Nilesh Madhu
2022	—	`conf`	SoftVAD in iVector-Based Acoustic Scene Classification for Robustness to Foreground Speech. EUSIPCO Siyuan Song, Brecht Desplanques, Kris Demuynck, Nilesh Madhu
2021	—	`conf`	2D Acoustic Source Localisation Using Decentralised Deep Neural Networks on Distributed Microphone Arrays. ITG Conference on Speech Communication Stijn Kindt, Alexander Bohlender, Nilesh Madhu
2021	J	`jnl`	Exploiting Temporal Context in CNN Based Multisource DOA Estimation. IEEE ACM Trans. Audio Speech Lang. Process. Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2021	J	`jnl`	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. Sushmita Thakallapalli, Suryakanth V. Gangashetty, Nilesh Madhu
2021	—	`conf`	Neural Networks Using Full-Band and Subband Spatial Features for Mask Based Source Separation. EUSIPCO Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2021	—	`conf`	Robust Acoustic Scene Classification in the Presence of Active Foreground Speech. EUSIPCO Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu
2021	J	`jnl`	Robust Acoustic Scene Classification in the Presence of Active Foreground Speech. CoRR Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu
2020	Misc	`conf`	Least-Squares DOA Estimation with an Informed Phase Unwrapping and Full Bandwidth Robustness. ICASSP Alexander Bohlender, Ann Spriet, Wouter Tirry, Nilesh Madhu
2020	—	`conf`	Robust Period Estimation of Automated Cutting Systems by Improved Autocorrelation & Linear Regression Techniques. EUSIPCO Anthony McAtear, Ruben Gielen, Nilesh Madhu
2020	—	`conf`	Spectral refinement with adaptive window-size selection for voicing detection and fundamental frequency estimation. ISSPIT Nilesh Madhu, Mohammed Krini
2019	—	`conf`	A New Weighted NMF Algorithm For Missing Data Interpolation And Its Application To Speech Enhancement. EUSIPCO Sushmita Thakallapalli, Suryakanth V. Gangashetty, Nilesh Madhu
2019	—	`conf`	Generalized Refinement of Short-Term Fourier Spectra in Time- and Frequency- Domain and its Combination with Polyphase Filterbanks. ISSPIT Mohammed Krini, Nilesh Madhu
2018	—	`conf`	A Priori SNR Computation for Speech Enhancement Based on Cepstral Envelope Estimation. IWAENC Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
2018	J	`jnl`	DNN-Supported Speech Enhancement With Cepstral Estimation of Both Excitation and Envelope. IEEE ACM Trans. Audio Speech Lang. Process. Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
2018	—	`conf`	Source Separation by Feature-Based Clustering of Microphones in Ad Hoc Arrays. IWAENC Sebastian Gergen, Rainer Martin, Nilesh Madhu
2018	—	`conf`	Source separation by fuzzy-membership value aware beamforming and masking in ad hoc arrays. ITG Symposium on Speech Communication Sebastian Gergen, Rainer Martin, Nilesh Madhu
2018	—	`conf`	Steered Mixture-of-Experts Approximation of Spherical Image Data. EUSIPCO Ruben Verhack, Nilesh Madhu, Glenn Van Wallendael, Peter Lambert, Thomas Sikora
2017	J	`jnl`	Instantaneous A Priori SNR Estimation by Cepstral Excitation Manipulation. IEEE ACM Trans. Audio Speech Lang. Process. Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
2017	—	`conf`	New insights into the role of the head radius in model-based binaural speaker localization. EUSIPCO Mehdi Zohourian, Rainer Martin, Nilesh Madhu
2017	—	`conf`	Two-stage speech enhancement with manipulation of the cepstral excitation. HSCMA Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
2015	A	`conf`	An iterative speech model-based a priori SNR estimator. INTERSPEECH Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
2015	J	`jnl`	Ideal Time-Frequency Masking Algorithms Lead to Different Speech Intelligibility and Quality in Normal-Hearing and Cochlear Implant Listeners. IEEE Trans. Biomed. Eng. Raphael Koning, Nilesh Madhu, Jan Wouters
2014	—	`conf`	A hierarchical approach for the online, on-board detection and localisation of brake squeal using microphone arrays. HSCMA Nilesh Madhu, Rainer Martin, Heinz-Werner Rehn, Sebastian Gergen, A. Fischer
2014	—	`conf`	Speaker recognition performance under ideal-knowledge noise suppression: an investigation. SLAM@INTERSPEECH Nilesh Madhu, Sung-Kyo Jung
2013	J	`jnl`	Consistent Iterative Hard Thresholding For Signal Declipping CoRR Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer
2013	Misc	`conf`	Consistent iterative hard thresholding for signal declipping. ICASSP Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer
2013	J	`jnl`	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. Nilesh Madhu, Ann Spriet, Sofie Jansen, Raphael Koning, Jan Wouters
2012	J	`jnl`	A unified treatment of the reference estimation problem in depth EEG recordings. Medical Biol. Eng. Comput. Nilesh Madhu, Radu Ranta, Louis Maillard, Laurent Koessler
2012	J	`jnl`	Reference Estimation in EEG: Analysis of Equivalent Approaches. IEEE Signal Process. Lett. Radu Ranta, Nilesh Madhu
2011	J	`jnl`	A Versatile Framework for Speaker Separation Using a Model-Based Speaker Localization Approach. IEEE Trans. Speech Audio Process. Nilesh Madhu, Rainer Martin
2010	—	`conf`	A New Performance Criterion for Microphone Array Geometries and Filterand- Sum Beamforming. Sprachkommunikation Sebastian Gergen, Rainer Martin, Nilesh Madhu
2008	Misc	`conf`	AN EM-based probabilistic approach for Acoustic Echo Suppression. ICASSP Nilesh Madhu, Ivan Tashev, Alex Acero
2008	Misc	`conf`	Temporal smoothing of spectral masks in the cepstral domain for speech separation. ICASSP Nilesh Madhu, Colin Breithaupt, Rainer Martin
2005	A	`conf`	Robust speaker localization through adaptive weighted pair TDOA (AWEPAT) estimation. INTERSPEECH Nilesh Madhu, Rainer Martin
2004	B	`conf`	Independent component analysis for semi-blind signal separation in MIMO mobile frequency selective communication channels. IJCNN Dragan Obradovic, Nilesh Madhu, Andrei Szabo, Chiu Shun Wong
2003	—	`conf`	Independent component analysis (ICA) for blind equalization of frequency selective channels. NNSP Chiu Shun Wong, Dragan Obradovic, Nilesh Madhu