E. Vincent

Most-cited papers

The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines
J. Barker, Shinji Watanabe, E. Vincent, J. Trmal
2018Interspeech741 citations Open access
Semantic Scholar
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation
S. Gannot, E. Vincent, Shmulik Markovich-Golan, A. Ozerov
2017IEEE/ACM Transactions on Audio Speech and Language Processing630 citations Open access
Semantic Scholar
DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System
Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde +4 more
2017Workshop on Detection and Classification of Acoustic Scenes and Events512 citations
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LibriMix: An Open-Source Dataset for Generalizable Speech Separation
Joris Cosentino, Manuel Pariente, Samuele Cornell, A. Deleforge +1 more
2020465 citations
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CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Shinji Watanabe, Michael I. Mandel, J. Barker, E. Vincent +17 more
20206th International Workshop on Speech Processing in Everyday Environments (CHiME 2020)443 citations Open access
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An analysis of environment, microphone and data simulation mismatches in robust speech recognition
E. Vincent, Shinji Watanabe, Aditya Arie Nugraha, J. Barker +1 more
2017Computer Speech and Language408 citations Open access
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Multichannel Audio Source Separation With Deep Neural Networks
Aditya Arie Nugraha, A. Liutkus, E. Vincent
2016IEEE/ACM Transactions on Audio Speech and Language Processing309 citations Open access
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Audio Source Separation and Speech Enhancement
E. Vincent, T. Virtanen, S. Gannot
2018295 citations
Semantic Scholar
Introducing the VoicePrivacy Initiative
N. Tomashenko, B. M. L. Srivastava, Xin Wang, E. Vincent +7 more
2020Interspeech181 citations Open access
Semantic Scholar
Asteroid: the PyTorch-based audio source separation toolkit for researchers
Manuel Pariente, Samuele Cornell, Joris Cosentino, S. Sivasankaran +10 more
2020Interspeech176 citations Open access
Semantic Scholar
The VoicePrivacy 2020 Challenge: Results and findings
N. Tomashenko, Xin Wang, E. Vincent, J. Patino +10 more
2021Computer Speech and Language169 citations Open access
Semantic Scholar
CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings
Lauréline Perotin, Romain Serizel, E. Vincent, A. Guérin
2019IEEE Journal on Selected Topics in Signal Processing146 citations Open access
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The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes
J. Barker, R. Marxer, E. Vincent, Shinji Watanabe
2017Computer Speech and Language145 citations Open access
Semantic Scholar
Sound Event Detection in the DCASE 2017 Challenge
Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola +3 more
2019IEEE/ACM Transactions on Audio Speech and Language Processing141 citations Open access
Semantic Scholar
Evaluating Voice Conversion-Based Privacy Protection against Informed Attackers
Brij Mohan Lal Srivastava, Nathalie Vauquier, Md Sahidullah, A. Bellet +2 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing111 citations Open access
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Design Choices for X-vector Based Speaker Anonymization
B. M. L. Srivastava, N. Tomashenko, Xin Wang, E. Vincent +4 more
2020Interspeech88 citations Open access
Semantic Scholar
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?
B. M. L. Srivastava, A. Bellet, M. Tommasi, E. Vincent
2019Interspeech85 citations Open access
Semantic Scholar
Filterbank Design for End-to-end Speech Separation
Manuel Pariente, Samuele Cornell, A. Deleforge, E. Vincent
2019IEEE International Conference on Acoustics, Speech, and Signal Processing76 citations Open access
Semantic Scholar
Privacy and Utility of X-Vector Based Speaker Anonymization
B. M. L. Srivastava, Mohamed Maouche, Md Sahidullah, E. Vincent +5 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing65 citations Open access
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Single-channel audio source separation with NMF: divergences, constraints and algorithms
C. Févotte, E. Vincent, A. Ozerov
201865 citations Open access
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AI in the media and creative industries
Baptiste Caramiaux, F. Lotte, J. Geurts, Giuseppe Amato +15 more
2019arXiv.org58 citations
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Differentially Private Speaker Anonymization
A. Shamsabadi, B. M. L. Srivastava, A. Bellet, Nathalie Vauquier +4 more
2022Proceedings on Privacy Enhancing Technologies56 citations Open access
Semantic Scholar
CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector
Lauréline Perotin, Romain Serizel, E. Vincent, A. Guérin
2018International Workshop on Acoustic Signal Enhancement54 citations Open access
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The VoicePrivacy 2020 Challenge Evaluation Plan
N. Tomashenko, B. M. L. Srivastava, Xin Wang, Pierre Champion +8 more
2022arXiv.org51 citations Open access
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Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments
Ziteng Wang, E. Vincent, Romain Serizel, Yong-Hong Yan
2017Computer Speech and Language44 citations Open access
Semantic Scholar
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording
Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani +3 more
2016Workshop on Detection and Classification of Acoustic Scenes and Events44 citations
Semantic Scholar
Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings
Lauréline Perotin, Romain Serizel, E. Vincent, A. Guérin
2018IEEE International Conference on Acoustics, Speech, and Signal Processing43 citations Open access
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Spectral Masking and Filtering
Timo Gerkmann, E. Vincent
2018Audio Source Separation and Speech Enhancement43 citations Open access
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Regression Versus Classification for Neural Network Based Audio Source Localization
Lauréline Perotin, Alexandre Défossez, E. Vincent, Romain Serizel +1 more
2019IEEE Workshop on Applications of Signal Processing to Audio and Acoustics41 citations Open access
Semantic Scholar
Multiple-Input Neural Network-Based Residual Echo Suppression
Guillaume Carbajal, Romain Serizel, E. Vincent, E. Humbert
2018IEEE International Conference on Acoustics, Speech, and Signal Processing40 citations Open access
Semantic Scholar
Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation
Mehmet Ali Tuğtekin Turan, E. Vincent, D. Jouvet
2020Interspeech39 citations Open access
Semantic Scholar
Detecting and Counting Overlapping Speakers in Distant Speech Scenarios
Samuele Cornell, M. Omologo, S. Squartini, E. Vincent
2020Interspeech37 citations Open access
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The CHiME Challenges: Robust Speech Recognition in Everyday Environments
J. Barker, R. Marxer, E. Vincent, Shinji Watanabe
2017New Era for Robust Speech Recognition, Exploiting Deep Learning37 citations Open access
Semantic Scholar
A French Corpus for Distant-Microphone Speech Processing in Real Homes
N. Bertin, E. Camberlein, E. Vincent, Romain Lebarbenchon +8 more
2016Interspeech33 citations Open access
Semantic Scholar
A Comparative Study of Speech Anonymization Metrics
Mohamed Maouche, B. M. L. Srivastava, Nathalie Vauquier, A. Bellet +2 more
2020Interspeech31 citations Open access
Semantic Scholar
VoiceHome-2, an extended corpus for multichannel speech processing in real homes
N. Bertin, E. Camberlein, Romain Lebarbenchon, E. Vincent +3 more
2019Speech Communication29 citations Open access
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Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment
S. Sivasankaran, E. Vincent, D. Fohr
2018Interspeech28 citations Open access
Semantic Scholar
Overlapped Speech Detection and speaker counting using distant microphone arrays
Samuele Cornell, M. Omologo, S. Squartini, E. Vincent
2022Computer Speech and Language25 citations Open access
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Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings
Prerak Srivastava, A. Deleforge, E. Vincent
2021IEEE Workshop on Applications of Signal Processing to Audio and Acoustics22 citations
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Estimating the Structural Segmentation of Popular Music Pieces Under Regularity Constraints
G. Sargent, F. Bimbot, E. Vincent
2017IEEE/ACM Transactions on Audio Speech and Language Processing22 citations Open access
Semantic Scholar
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders
Manuel Pariente, A. Deleforge, E. Vincent
2019Interspeech21 citations
Semantic Scholar
The Speed Submission to DIHARD II: Contributions & Lessons Learned
Md Sahidullah, J. Patino, Samuele Cornell, Ruiqing Yin +10 more
2019arXiv.org19 citations
Semantic Scholar
Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings
Nicolas Turpault, Romain Serizel, E. Vincent
2019IEEE International Conference on Acoustics, Speech, and Signal Processing19 citations Open access
Semantic Scholar
Localizing an intermittent and moving sound source using a mobile robot
Quan V. Nguyen, F. Colas, E. Vincent, F. Charpillet
2016IEEE/RJS International Conference on Intelligent RObots and Systems19 citations
Semantic Scholar
Long-term robot motion planning for active sound source localization with Monte Carlo tree search
Quan V. Nguyen, F. Colas, E. Vincent, F. Charpillet
2017Joint Workshop on Hands-free Speech Communication and Microphone Arrays18 citations Open access
Semantic Scholar
Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators
Prerak Srivastava, A. Deleforge, E. Vincent
2022International Workshop on Acoustic Signal Enhancement17 citations Open access
Semantic Scholar
Can We Use Common Voice to Train a Multi-Speaker TTS System?
Sewade Ogun, Vincent Colotte, E. Vincent
2022Spoken Language Technology Workshop17 citations Open access
Semantic Scholar
An introduction to multichannel NMF for audio source separation
A. Ozerov, C. Févotte, E. Vincent
201817 citations Open access
Semantic Scholar
A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions
S. Sivasankaran, E. Vincent, I. Illina
2017Computer Speech and Language16 citations Open access
Semantic Scholar
Discriminative importance weighting of augmented training data for acoustic model training
S. Sivasankaran, E. Vincent, I. Illina
2017IEEE International Conference on Acoustics, Speech, and Signal Processing16 citations Open access
Semantic Scholar