Sharon Gannot

Orcid: 0000-0002-2885-170X

According to our database1, Sharon Gannot authored at least 264 papers between 1997 and 2024.

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Bibliography

2024
Multi-microphone simultaneous speakers detection and localization of multi-sources for separation and noise reduction.
EURASIP J. Audio Speech Music. Process., December, 2024

Multi-Microphone and Multi-Modal Emotion Recognition in Reverberant Environment.
CoRR, 2024

Multi-Microphone Speech Emotion Recognition using the Hierarchical Token-semantic Audio Transformer Architecture.
CoRR, 2024

RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification.
CoRR, 2024

SingIt! Singer Voice Transformation.
CoRR, 2024

Socially Pertinent Robots in Gerontological Healthcare.
CoRR, 2024

Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments.
CoRR, 2024

Multi-Speaker DOA Tracking Algorithm Utilizing Probability Hypothesis Density Filter and Weighted Histogram of SRP-PHAT.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

Magnitude or Phase? A Two-Stage Algorithm for Single-Microphone Speech Dereverberation.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

Low-Latency Single-Microphone Speaker Separation with Temporal Convolutional Networks Using Speaker Representations.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Comparison Of Frequency-Fusion Mechanisms For Binaural Direction-Of-Arrival Estimation For Multiple Speakers.
Proceedings of the IEEE International Conference on Acoustics, 2024

Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction.
Proceedings of the IEEE International Conference on Acoustics, 2024

Dataset and Evaluation of Automatic Speech Recognition for Multi-lingual Intent Recognition on Social Robots.
Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

Concurrent Speaker Detection: A Multi-Microphone Transformer-Based Approach.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Data Science Education: The Signal Processing Perspective [SP Education].
IEEE Signal Process. Mag., November, 2023

ARImulti-mic: real-world speech recordings on a humanoid robot (ARI).
Dataset, September, 2023

Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years.
IEEE Signal Process. Mag., July, 2023

Training-Based Multiple Source Tracking Using Manifold-Learning and Recursive Expectation-Maximization.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Array Configuration Mismatch in Deep DOA Estimation: Towards Robust Training.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Grad-CAM-Inspired Interpretation of Nearfield Acoustic Holography using Physics-Informed Explainable Neural Network.
Proceedings of the IEEE International Conference on Acoustics, 2023

Generalized Relative Harmonic Coefficients.
Proceedings of the IEEE International Conference on Acoustics, 2023

Study of Speech Emotion Recognition Using Blstm with Attention.
Proceedings of the 31st European Signal Processing Conference, 2023

A Two-Stage Speaker Extraction Algorithm Under Adverse Acoustic Conditions Using a Single-Microphone.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
DTU three-channel room impulse response dataset for direction of arrival estimation 2020.
Dataset, May, 2022

Decoupled Multiple Speaker Direction-of-Arrival Estimator Under Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

A Class of Pareto Optimal Binaural Beamformers.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Magnitude or Phase? A Two Stage Algorithm for Dereverberation.
CoRR, 2022

On The Importance of Acoustic Reflections in Beamforming.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Pareto Optimal Binaural MVDR Beamformer with Controllable Interference Suppression.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Low Resources Online Single-Microphone Speech Enhancement with Harmonic Emphasis.
Proceedings of the IEEE International Conference on Acoustics, 2022

Closed-Form Single Source Direction-of-Arrival Estimator Using First-Order Relative Harmonic Coefficients.
Proceedings of the IEEE International Conference on Acoustics, 2022

Comparison of Learning-Based DOA Estimation Between SH Domain Features.
Proceedings of the 30th European Signal Processing Conference, 2022

Single microphone speaker extraction using unified time-frequency Siamese-Unet.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Near-Field Superdirectivity: An Analytical Perspective.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

The hybrid Cramér-Rao lower bound for simultaneous self-localization and room geometry estimation.
EURASIP J. Adv. Signal Process., 2021

A recursive expectation-maximization algorithm for speaker tracking and separation.
EURASIP J. Audio Speech Music. Process., 2021

Audio source separation by activity probability detection with maximum correlation and simplex geometry.
EURASIP J. Audio Speech Music. Process., 2021

Dynamically localizing multiple speakers based on the time-frequency domain.
EURASIP J. Audio Speech Music. Process., 2021

Forward-backward recursive expectation-maximization for concurrent speaker tracking.
EURASIP J. Audio Speech Music. Process., 2021

An online algorithm for echo cancellation, dereverberation and noise reduction based on a Kalman-EM Method.
EURASIP J. Audio Speech Music. Process., 2021

dEchorate: a calibrated room impulse response dataset for echo-aware signal processing.
EURASIP J. Audio Speech Music. Process., 2021

dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing.
CoRR, 2021

Semi-Supervised Source Localization in Reverberant Environments With Deep Generative Modeling.
IEEE Access, 2021

Scene-Agnostic Multi-Microphone Speech Dereverberation.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Online Blind Audio Source Separation Using Recursive Expectation-Maximization.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Misalignment Recognition in Acoustic Sensor Networks Using a Semi-Supervised Source Estimation Method and Markov Random Fields.
Proceedings of the IEEE International Conference on Acoustics, 2021

Evaluation and Comparison of Three Source Direction-of-Arrival Estimators Using Relative Harmonic Coefficients.
Proceedings of the IEEE International Conference on Acoustics, 2021

Speech Enhancement with Mixture of Deep Experts with Clean Clustering Pre-Training.
Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Relative Transfer Function Identification on Manifolds for Speech Enhancement.
Proceedings of the 29th European Signal Processing Conference, 2021

Deep Ranking-Based DOA Tracking Algorithm.
Proceedings of the 29th European Signal Processing Conference, 2021

Dictionary-Based Sparse Reconstruction of Incomplete Relative Transfer Functions.
Proceedings of the 29th European Signal Processing Conference, 2021

A Robust RLS Implementation of the ANC Block in GSC Structures.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Simultaneous Tracking and Separation of Multiple Sources Using Factor Graph Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

ML Estimation and CRBs for Reverberation, Speech, and Noise PSDs in Rank-Deficient Noise Field.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Scoring-Based ML Estimation and CRBs for Reverberation, Speech, and Noise PSDs in a Spatially Homogeneous Noise Field.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Global and Local Simplex Representations for Multichannel Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Semi-Supervised Multiple Source Localization Using Relative Harmonic Coefficients Under Noisy and Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Binaural LCMV Beamforming With Partial Noise Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Successive Relative Transfer Function Identification Using Blind Oblique Projection.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Data-Driven Multi-Microphone Speaker Localization on Manifolds.
Found. Trends Signal Process., 2020

Estimation of acoustic echoes using expectation-maximization methods.
EURASIP J. Audio Speech Music. Process., 2020

Joint speaker localization and array calibration using expectation-maximization.
EURASIP J. Audio Speech Music. Process., 2020

Position-Agnostic Multi-Microphone Speech Dereverberation.
CoRR, 2020

FCN Approach for Dynamically Locating Multiple Speakers.
CoRR, 2020

A Bayesian Hierarchical Mixture of Gaussian Model for Multi-Speaker DOA Estimation and Separation.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Blind Audio Source Separation Using Two Expectation-Maximization Algorithms.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Semi-Supervised Source Localization with Deep Generative Modeling.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

A Composite DNN Architecture for Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Low Complexity NLMS for Multiple Loudspeaker Acoustic ECHO Canceller Using Relative Loudspeaker Transfer Functions.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

K-Autoencoders Deep Clustering.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Unsupervised Multiple Source Localization Using Relative Harmonic Coefficients.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Maximum Likelihood Multi-Speaker Direction of Arrival Estimation Utilizing a Weighted Histogram.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Bayesian Hierarchical Model for Blind Audio Source Separation.
Proceedings of the 28th European Signal Processing Conference, 2020

Decoupled Direction-of-Arrival Estimations Using Relative Harmonic Coefficients.
Proceedings of the 28th European Signal Processing Conference, 2020

MIRaGe: Multichannel Database of Room Impulse Responses Measured on High-Resolution Cube-Shaped Grid.
Proceedings of the 28th European Signal Processing Conference, 2020

Multiple Speaker Localization using Mixture of Gaussian Model with Manifold-based Centroids.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Recursive Maximum Likelihood Algorithm for Dependent Observations.
IEEE Trans. Signal Process., 2019

Multichannel Online Dereverberation Based on Spectral Magnitude Inverse Filtering.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

A Bayesian Hierarchical Model for Speech Enhancement With Time-Varying Audio Channel.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Highlights From the Audio and Acoustic Signal Processing Technical Committee [In the Spotlight].
IEEE Signal Process. Mag., 2019

Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes.
IEEE J. Sel. Top. Signal Process., 2019

MIRaGe: Multichannel Database Of Room Impulse Responses Measured On High-Resolution Cube-Shaped Grid In Multiple Acoustic Conditions.
CoRR, 2019

Machine learning in acoustics: a review.
CoRR, 2019

Deep Ranking-Based Sound Source Localization.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

An Em Method for Multichannel Toa and Doa Estimation of Acoustic Echoes.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Deep Clustering Based On A Mixture Of Autoencoders.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

An Online Multiple-speaker DOA Tracking Using the CappÉ-Moulines Recursive Expectation-maximization Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019

Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Variational Inference for DOA Estimation in Reverberant Conditions.
Proceedings of the 27th European Signal Processing Conference, 2019

An EM Algorithm for Joint Dual-Speaker Separation and Dereverberation.
Proceedings of the 27th European Signal Processing Conference, 2019

Multi-Microphone Speaker Separation based on Deep DOA Estimation.
Proceedings of the 27th European Signal Processing Conference, 2019

Multiple Speaker Tracking Using Coupled HMM in the STFT Domain.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Learning-Based Acoustic Source Localization Using Directional Spectra.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Source Counting and Separation Based on Simplex Analysis.
IEEE Trans. Signal Process., 2018

Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction Based on Convolutive Transfer Function.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

A Hybrid Approach for Speaker Tracking Based on TDOA and Data-Driven Models.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Distributed Expectation-Maximization Algorithm for Speaker Localization in Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Evaluation and Comparison of Late Reverberation Power Spectral Density Estimators.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

DoA Reliability for Distributed Acoustic Tracking.
IEEE Signal Process. Lett., 2018

Data-Driven Source Separation Based on Simplex Analysis.
CoRR, 2018

A Probability Distribution Model for the Relative Transfer Function in a Reverberant Environment.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Attention-Based Neural Network for Joint Diarization and Speaker Extraction.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Spatially Robust GSC Beamforming with Controlled White Noise Gain.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Online Localization of Multiple Moving Speakers in Reverberant Environments.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Localization of Multiple Simultaneously Active Speakers in an Acoustic Sensor Network.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Multisource Mint Using Convolutive Transfer Function.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Bayesian Hierarchical Model for Speech Enhancement.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-View Source Localization Based on Power Ratios.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

DNN-Based Concurrent Speakers Detector and its Application to Speaker Extraction with LCMV Beamforming.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Training Strategies for Deep Latent Models and Applications to Speech Presence Probability Estimation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

A Recursive Expectation-Maximization Algorithm for Online Multi-Microphone Noise Reduction.
Proceedings of the 26th European Signal Processing Conference, 2018

Performance analysis of the covariance-whitening and the covariance-subtraction methods for estimating the relative transfer function.
Proceedings of the 26th European Signal Processing Conference, 2018

Diarization and Separation Based on a Data-Driven Simplex.
Proceedings of the 26th European Signal Processing Conference, 2018

Speech Dereverberation Using Fully Convolutional Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

LCMV Beamformer with DNN-Based Multichannel Concurrent Speakers Detector.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Two Model-Based EM Algorithms for Blind Source Separation in Noisy Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Cramér-Rao Bound Analysis of Reverberation Level Estimators for Dereverberation and Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Multispeaker LCMV Beamformer and Postfilter for Source Separation and Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization With Spatial Sparsity Regularization.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Semi-Supervised Source Localization on Multiple Manifolds With Distributed Microphones.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Combined LCMV-TRINICON Beamforming for Separating Multiple Speech Sources in Noisy and Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Blind Synchronization in Wireless Acoustic Sensor Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Passive Online Geometry Calibration of Acoustic Sensor Networks.
IEEE Signal Process. Lett., 2017

Multichannel Source Separation and Speech Enhancement Using the Convolutive Transfer Function.
CoRR, 2017

Blind MultiChannel Identification and Equalization for Dereverberation and Noise Reduction based on Convolutive Transfer Function.
CoRR, 2017

Speech Enhancement using a Deep Mixture of Experts.
CoRR, 2017

Blind microphone geometry calibration using one reverberant speech event.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Distributed lcmv beamforming: Considerations of spatial topology and local preprocessing.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Exploiting the intermittency of speech for joint separation and diarization.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Deep recurrent mixture of experts for speech enhancement.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

An EM algorithm for joint source separation and diarisation of multichannel convolutive speech mixtures.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Comparison of two binaural beamforming approaches for hearing aids.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Source tracking using moving microphone arrays for robot audition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Source Separation, Dereverberation and Noise Reduction Using LCMV Beamformer and Postfilter.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Speaker Tracking on Multiple-Manifolds with Distributed Microphones.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

DOA estimation in noisy environment with unknown noise power using the EM algorithm.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Speaker extraction using LCMV beamformer with DNN-based SPP and RTF identification scheme.
Proceedings of the 25th European Signal Processing Conference, 2017

Successive relative transfer function identification using single microphone speech enhancement.
Proceedings of the 25th European Signal Processing Conference, 2017

The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016
An Expectation-Maximization Algorithm for Multimicrophone Speech Dereverberation and Noise Reduction With Coherence Matrix Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Semi-Supervised Sound Source Localization Based on Manifold Regularization.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

The Binaural LCMV Beamformer and its Performance Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

A Hybrid Approach for Speech Enhancement Using MoG Model and Neural Network Phoneme Classifier.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

New Insights into the Kalman Filter Beamformer: Applications to Speech and Robustness.
IEEE Signal Process. Lett., 2016

Near-field signal acquisition for smartglasses using two acoustic vector-sensors.
Speech Commun., 2016

A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research.
EURASIP J. Adv. Signal Process., 2016

Single microphone speech separation by diffusion-based HMM estimation.
EURASIP J. Audio Speech Music. Process., 2016

Multi-speaker DOA estimation in reverberation conditions using expectation-maximization.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Voice activity detection based on statistical likelihood ratio with adaptive thresholding.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Performance analysis of a dual microphone superdirective beamformer and approximate expressions for the near-field propagation regime.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

A phoneme-based pre-training approach for deep neural network with application to speech enhancement.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Late reverberation PSD estimation for single-channel dereverberation using relative convolutive transfer functions.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Multi-microphone speech enhancement informed by auditory scene analysis.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Joint maximum likelihood estimation of late reverberant and speech power spectral density in noisy environments.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Incorporating relative transfer function preservation into the binaural multi-channel wiener filter for hearing aids.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Non-stationary noise power spectral density estimation based on regional statistics.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Manifold-based Bayesian inference for semi-supervised source localization.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An inverse-gamma source variance prior with factorized parameterization for audio source separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Extensions of the binaural MWF with interference reduction preserving the binaural cues of the interfering source.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Joint estimation of late reverberant and speech power spectral densities in noisy environments using frobenius norm.
Proceedings of the 24th European Signal Processing Conference, 2016

A generalized binaural MVDR beamformer with interferer relative transfer function preservation.
Proceedings of the 24th European Signal Processing Conference, 2016

Speaker localization with moving microphone arrays.
Proceedings of the 24th European Signal Processing Conference, 2016

Efficient relative transfer function estimation framework in the spherical harmonics domain.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Online Speech Dereverberation Using Kalman Filter and EM Algorithm.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Multi-Microphone Speech Dereverberation and Noise Reduction Using Relative Early Transfer Functions.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Theoretical Analysis of Linearly Constrained Multi-Channel Wiener Filtering Algorithms for Combined Noise Reduction and Binaural Cue Preservation in Binaural Hearing Aids.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Spatial Source Subtraction Based on Incomplete Measurements of Relative Transfer Function.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Theoretical Analysis of Binaural Transfer Function MVDR Beamformers with Interference Cue Preservation Constraints.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Tree-Based Recursive Expectation-Maximization Algorithm for Localization of Acoustic Sources.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

On the Average Directivity Factor Attainable With a Beamformer Incorporating Null Constraints.
IEEE Signal Process. Lett., 2015

Optimal distributed minimum-variance beamforming approaches for speech enhancement in wireless acoustic sensor networks.
Signal Process., 2015

Special issue on wireless acoustic sensor networks and ad hoc microphone arrays.
Signal Process., 2015

Binaural Sound Source Localization based on Direct-Path Relative Transfer Function.
CoRR, 2015

A real-world recording database for ad hoc microphone arrays.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

An online dereverberation algorithm for hearing aids with binaural cues preservation.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Maximum likelihood estimation of the late reverberant power spectral density in noisy environments.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

A variational EM algorithm for the separation of moving sound sources.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Nested generalized sidelobe canceller for joint dereverberation and noise reduction.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Estimation of relative transfer function in the presence of stationary noise based on segmental power spectral density matrix subtraction.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Binaural multichannel Wiener filter with directional interference rejection.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Performance analysis of the covariance subtraction method for relative transfer function estimation and comparison to the covariance whitening method.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Study on Manifolds of Acoustic Responses.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Local relative transfer function for sound source localization.
Proceedings of the 23rd European Signal Processing Conference, 2015

Speaker localization and separation using incremental distributed expectation-maximization.
Proceedings of the 23rd European Signal Processing Conference, 2015

Towards a generalization of relative transfer functions to more than one source.
Proceedings of the 23rd European Signal Processing Conference, 2015

Performance analysis of MVDR beamformer in WASN with sampling rate offsets and blind synchronization.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Speaker Tracking Using Recursive EM Algorithms.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Near-field source extraction using speech presence probabilities for ad hoc microphone arrays.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

LPC-based speech dereverberation using Kalman-EM algorithm.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Optimal binaural LCMV beamformers for combined noise reduction and binaural cue preservation.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Multichannel audio database in various acoustic environments.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Blind synchronization in wireless sensor networks with application to speech enhancement.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

On the performance of widely linear quaternion based MVDR beamformer for an acoustic vector sensor.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Multichannel Wiener filter performance analysis in presence of mismodeling.
Proceedings of the IEEE International Conference on Acoustics, 2014

Methods to learn bank of filters steering nulls toward potential positions of a target source.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Multiple acoustic sources localization using distributed expectation-maximization algorithm.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013
Single-Channel Transient Interference Suppression With Diffusion Maps.
IEEE Trans. Speech Audio Process., 2013

Performance of the SDW-MWF With Randomly Located Microphones in a Reverberant Enclosure.
IEEE Trans. Speech Audio Process., 2013

Distributed Multiple Constraints Generalized Sidelobe Canceler for Fully Connected Wireless Acoustic Sensor Networks.
IEEE Trans. Speech Audio Process., 2013

Diffusion Maps for Signal Processing: A Deeper Look at Manifold-Learning Techniques Based on Kernels and Graphs.
IEEE Signal Process. Mag., 2013

A Generalized Theorem on the Average Array Directivity Factor.
IEEE Signal Process. Lett., 2013

Geometrically Constrained TRINICON-based relative transfer function estimation in underdetermined scenarios.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Relative transfer function modeling for supervised source localization.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Informed generalized sidelobe canceler utilizing sparsity of speech signals.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Robust beamforming using sensors with nonidentical directivity patterns.
Proceedings of the IEEE International Conference on Acoustics, 2013

Relative transfer function identification on manifolds for supervised GSC beamformers.
Proceedings of the 21st European Signal Processing Conference, 2013

Graph-based bayesian approach for transient interference suppression.
Proceedings of the 21st European Signal Processing Conference, 2013

Multi-microphone speech dereverberation using expectation-maximization and Kalman smoothing.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Parametrization of Linear Systems Using Diffusion Kernels.
IEEE Trans. Signal Process., 2012

Low-Complexity Addition or Removal of Sensors/Constraints in LCMV Beamformers.
IEEE Trans. Signal Process., 2012

Supervised Graph-Based Processing for Sequential Transient Interference Suppression.
IEEE Trans. Speech Audio Process., 2012

Speech processing utilizing the Kalman filter.
IEEE Instrum. Meas. Mag., 2012

Binaural Linearly Constrained Minimum Variance Beamformer for Hearing Aid Applications.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Blind Sampling Rate Offset Estimation and Compensation in Wireless Acoustic Sensor Networks with Application to Beamforming.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

A sparse blocking matrix for multiple constraints GSC beamformer.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed GSC beamforming using the relative transfer function.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Transient Noise Reduction Using Nonlocal Diffusion Filters.
IEEE Trans. Speech Audio Process., 2011

Multiple-Hypothesis Extended Particle Filter for Acoustic Source Localization in Reverberant Environments.
IEEE Trans. Speech Audio Process., 2011

Supervised source localization using diffusion kernels.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Clustering and suppression of transient noise in speech signals using diffusion maps.
Proceedings of the IEEE International Conference on Acoustics, 2011

Direction-of-arrival estimation using acoustic vector sensors in the presence of noise.
Proceedings of the IEEE International Conference on Acoustics, 2011

Performance analysis of a randomly spaced wireless microphone array.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
New Insights Into the MVDR Beamformer in Room Acoustics.
IEEE Trans. Speech Audio Process., 2010

Microphone Array Speech Processing.
EURASIP J. Adv. Signal Process., 2010

Bidirectional MIMO Channel Tracking Based on PASTd and Performance Evaluation.
EURASIP J. Adv. Signal Process., 2010

Speech enhancement in transient noise environment using diffusion filtering.
Proceedings of the IEEE International Conference on Acoustics, 2010

Subspace tracking of multiple sources and its application to speakers extraction.
Proceedings of the IEEE International Conference on Acoustics, 2010

Multi-microphone Speech Dereverberation Using Eigen-decomposition.
Proceedings of the Speech Dereverberation., 2010

2009
Convolutive Transfer Function Generalized Sidelobe Canceler.
IEEE Trans. Speech Audio Process., 2009

Relative Transfer Function Identification Using Convolutive Transfer Function Approximation.
IEEE Trans. Speech Audio Process., 2009

Multichannel Eigenspace Beamforming in a Reverberant Noisy Environment With Multiple Interfering Speech Signals.
IEEE Trans. Speech Audio Process., 2009

Late Reverberant Spectral Variance Estimation Based on a Statistical Model.
IEEE Signal Process. Lett., 2009

On the application of the LCMV beamformer to speech enhancement.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Multichannel speech enhancement using convolutive transfer function approximation in reverberant environments.
Proceedings of the IEEE International Conference on Acoustics, 2009

On a tradeoff between dereverberation and noise reduction using the MVDR beamformer.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Dual-Source Transfer-Function Generalized Sidelobe Canceller.
IEEE Trans. Speech Audio Process., 2008

Joint Dereverberation and Residual Echo Suppression of Speech Signals in Noisy Environments.
IEEE Trans. Speech Audio Process., 2008

Performance bounds for channel tracking algorithms For MIMO systems.
Proceedings of the IEEE International Conference on Acoustics, 2008

Dual-microphone speech dereverberation using GARCH modeling.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-microphone speech dereverberation based on eigen-decomposition: A study.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Joint noise reduction and acoustic echo cancellation using the transfer-function generalized sidelobe canceller.
Speech Commun., 2007

Performance analysis of dual source transfer-function generalized sidelobe canceller.
Speech Commun., 2007

Special issue on Speech Enhancement.
Speech Commun., 2007

Multichannel Acoustic Echo Cancellation and Noise Reduction in Reverberant Environments using the Transfer-Function GSC.
Proceedings of the IEEE International Conference on Acoustics, 2007

Dual-Microphone Speech Dereverberation using a Reference Signal.
Proceedings of the IEEE International Conference on Acoustics, 2007

Robust sequential interference cancellation for space division multiple access communications.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Microphone Array Speaker Localizers Using Spatial-Temporal Information.
EURASIP J. Adv. Signal Process., 2006

Advances in Multimicrophone Speech Processing.
EURASIP J. Adv. Signal Process., 2006

A Simulink<sup>©</sup> and Texas instruments C6713<sup>®</sup> based digital signal processing laboratory.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Time difference of arrival estimation of speech source in a noisy and reverberant environment.
Signal Process., 2005

2004
Analysis of the power spectral deviation of the general transfer function GSC.
IEEE Trans. Signal Process., 2004

Speech enhancement based on the general transfer function GSC and postfiltering.
IEEE Trans. Speech Audio Process., 2004

2003
Subspace Methods for Multimicrophone Speech Dereverberation.
EURASIP J. Adv. Signal Process., 2003

An Integrated Real-Time Beamforming and Postfiltering System for Nonstationary Noise Environments.
EURASIP J. Adv. Signal Process., 2003

2002
Speech enhancement using a mixture-maximum model.
IEEE Trans. Speech Audio Process., 2002

Noise Cancellation with Static Mixtures of a Nonstationary Signal and Stationary Noise.
EURASIP J. Adv. Signal Process., 2002

2001
Signal enhancement using beamforming and nonstationarity with applications to speech.
IEEE Trans. Signal Process., 2001

1998
Iterative and sequential Kalman filter-based speech enhancement algorithms.
IEEE Trans. Speech Audio Process., 1998

1997
Iterative-batch and sequential algorithms for single microphone speech enhancement.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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