Emmanuel Vincent

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 126

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Imran A. Sheikh, Emmanuel Vincent, Irina Illina
Training RNN language models on uncertain ASR hypotheses in limited data scenarios. Comput. Speech Lang. 83 (2024)
Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aurélien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche, Marc Tommasi, Nicolas Papernot
Differentially Private Speaker Anonymization. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Xiao-Lei Zhang, Lei Xie, Eric Fosler-Lussier, Emmanuel Vincent
Guest editorial: Special issue on advances in deep learning based speech processing. Neural Networks 158 (2023)
Cennet Oguz, Pascal Denis, Emmanuel Vincent, Simon Ostermann, Josef van Genabith
Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization. EMNLP (2023)
Can Cui, Sheikh Imran Ahamad, Mostafa Sadeghi, Emmanuel Vincent
End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. CoRR (2023)
Sewade Ogun, Vincent Colotte, Emmanuel Vincent
Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS. CoRR (2023)
Can Cui, Sheikh Imran Ahamad, Mostafa Sadeghi, Emmanuel Vincent
End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data. CoRR (2023)
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. ASRU (2023)
Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aurélien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche, Marc Tommasi, Nicolas Papernot
Differentially Private Speaker Anonymization. CoRR (2022)
Brij Mohan Lal Srivastava, Mohamed Maouche, Md. Sahidullah, Emmanuel Vincent, Aurélien Bellet, Marc Tommasi, Natalia A. Tomashenko, Xin Wang, Junichi Yamagishi
Privacy and Utility of X-Vector Based Speaker Anonymization. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators. IWAENC (2022)
Prerak Srivastava, Antoine Deleforge, Archontis Politis, Emmanuel Vincent
How to (virtually) train your sound source localizer. CoRR (2022)
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. LREC (2022)
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
The VoicePrivacy 2020 Challenge: Results and findings. Comput. Speech Lang. 74 (2022)
Sewade Ogun, Vincent Colotte, Emmanuel Vincent
Can we use Common Voice to train a Multi-Speaker TTS system? CoRR (2022)
Cennet Oguz, Ivana Kruijff-Korbayová, Emmanuel Vincent, Pascal Denis, Josef van Genabith
Chop and Change: Anaphora Resolution in Instructional Cooking Videos. AACL/IJCNLP (Findings) (2022)
Sewade Ogun, Vincent Colotte, Emmanuel Vincent
Can We Use Common Voice to Train a Multi-Speaker TTS System? SLT (2022)
M. A. Tugtekin Turan, Dietrich Klakow, Emmanuel Vincent, Denis Jouvet
Adapting Language Models When Training on Privacy-Transformed Data. LREC (2022)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
The VoicePrivacy 2020 Challenge Evaluation Plan. CoRR (2022)
Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer, Esteban Marquer
An Analogy based Approach for Solving Target Sense Verification. NLPIR (2022)
Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Hubert Nourtel, Pierre Champion, Massimiliano Todisco, Emmanuel Vincent, Nicholas Evans, Junichi Yamagishi, Jean-François Bonastre
The VoicePrivacy 2022 Challenge Evaluation Plan. CoRR (2022)
Samuele Cornell, Maurizio Omologo, Stefano Squartini, Emmanuel Vincent
Overlapped Speech Detection and speaker counting using distant microphone arrays. Comput. Speech Lang. 72 (2022)
Simone Fischer-Hübner, Dietrich Klakow, Peggy Valcke, Emmanuel Vincent
Privacy in Speech and Language Technology (Dagstuhl Seminar 22342). Dagstuhl Reports 12 (8) (2022)
Michel Olvera, Emmanuel Vincent, Gilles Gasso
On The Impact of Normalization Strategies in Unsupervised Adversarial Domain Adaptation for Acoustic Scene Classification. ICASSP (2022)
Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
Enhancing Speech Privacy with Slicing. INTERSPEECH (2022)
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Realistic sources, receivers and walls improve the generalisability of virtually-supervised blind acoustic parameter estimators. CoRR (2022)
Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer
On Refining BERT Contextualized Embeddings using Semantic Lexicons. MLSMKG@PKDD/ECML (2021)
Sunit Sivasankaran, Emmanuel Vincent, Dominique Fohr
Explaining Deep Learning Models for Speech Enhancement. Interspeech (2021)
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings. WASPAA (2021)
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
The VoicePrivacy 2020 Challenge: Results and findings. CoRR (2021)
Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent
Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings. CoRR (2021)
Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
Benchmarking and challenges in security and privacy for voice biometrics. CoRR (2021)
Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
UIAI System for Short-Duration Speaker Verification Challenge 2020. SLT (2021)
Akira Campbell, Thomas Kleinbauer, Marc Tommasi, Emmanuel Vincent
Enabling Voice-Based Apps with European Values. ERCIM News 2021 (126) (2021)
Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
UIAI System for Short-Duration Speaker Verification Challenge 2020. CoRR (2020)
Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Sunit Sivasankaran, Emmanuel Vincent, Dominique Fohr
SLOGD: Speaker Location Guided Deflation Approach to Speech Separation. ICASSP (2020)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
Introducing the VoicePrivacy Initiative. CoRR (2020)
Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis, Jens Heitkaemper, Michel Olvera, Fabian-Robert Stöter, Mathieu Hu, Juan M. Martín-Doñas, David Ditter, Ariel Frank, Antoine Deleforge, Emmanuel Vincent
Asteroid: the PyTorch-based audio source separation toolkit for researchers. CoRR (2020)
M. A. Tugtekin Turan, Emmanuel Vincent, Denis Jouvet
Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation. INTERSPEECH (2020)
Nicolas Turpault, Romain Serizel, Emmanuel Vincent
Limitations of Weak Labels for Embedding and Tagging. ICASSP (2020)
Nicolas Turpault, Romain Serizel, Emmanuel Vincent
Limitations of weak labels for embedding and tagging. CoRR (2020)
Shinji Watanabe, Michael I. Mandel, Jon Barker, Emmanuel Vincent
CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings. CoRR (2020)
Brij Mohan Lal Srivastava, Nathalie Vauquier, Md. Sahidullah, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
Evaluating Voice Conversion-Based Privacy Protection against Informed Attackers. ICASSP (2020)
Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis, Jens Heitkaemper, Michel Olvera, Fabian-Robert Stöter, Mathieu Hu, Juan M. Martín-Doñas, David Ditter, Ariel Frank, Antoine Deleforge, Emmanuel Vincent
Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. INTERSPEECH (2020)
Michel Olvera, Emmanuel Vincent, Romain Serizel, Gilles Gasso
Foreground-Background Ambient Sound Scene Separation. EUSIPCO (2020)
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
Design Choices for X-Vector Based Speaker Anonymization. INTERSPEECH (2020)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
Introducing the VoicePrivacy Initiative. INTERSPEECH (2020)
Samuele Cornell, Maurizio Omologo, Stefano Squartini, Emmanuel Vincent
Detecting and Counting Overlapping Speakers in Distant Speech Scenarios. INTERSPEECH (2020)
Michel Olvera, Emmanuel Vincent, Romain Serizel, Gilles Gasso
Foreground-Background Ambient Sound Scene Separation. CoRR (2020)
Mathieu Hu, Laurent Pierron, Emmanuel Vincent, Denis Jouvet
Kaldi-Web: An Installation-Free, On-Device Speech Recognition System. INTERSPEECH (2020)
Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent
Filterbank Design for End-to-end Speech Separation. ICASSP (2020)
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. INTERSPEECH (2020)
Ken Déguernel, Emmanuel Vincent, Jérôme Nika, Gérard Assayag, Kamel Smaïli
Learning of Hierarchical Temporal Structures for Guided Improvisation. Comput. Music. J. 43 (2-3) (2020)
Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
A Comparative Study of Speech Anonymization Metrics. INTERSPEECH (2020)
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
Design Choices for X-vector Based Speaker Anonymization. CoRR (2020)
Sunit Sivasankaran, Emmanuel Vincent, Dominique Fohr
Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition. EUSIPCO (2020)
Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
Joint DNN-Based Multichannel Reduction of Acoustic Echo, Reverberation and Noise. CoRR (2019)
Lauréline Perotin, Alexandre Défossez, Emmanuel Vincent, Romain Serizel, Alexandre Guérin
Regression Versus Classification for Neural Network Based Audio Source Localization. WASPAA (2019)
Manuel Pariente, Antoine Deleforge, Emmanuel Vincent
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders. INTERSPEECH (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition. CoRR (2019)
Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings. IEEE J. Sel. Top. Signal Process. 13 (1) (2019)
Dayana Ribas, Emmanuel Vincent
An improved uncertainty propagation method for robust i-vector based speaker recognition. CoRR (2019)
Brij Mohan Lal Srivastava, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? INTERSPEECH (2019)
Dayana Ribas, Emmanuel Vincent
An Improved Uncertainty Propagation Method for Robust I-vector Based Speaker Recognition. ICASSP (2019)
Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander García, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Viéville, Emmanuel Vincent
AI in the media and creative industries. CoRR (2019)
Brij Mohan Lal Srivastava, Nathalie Vauquier, Md. Sahidullah, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
Evaluating Voice Conversion-based Privacy Protection against Informed Attackers. CoRR (2019)
Brij Mohan Lal Srivastava, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? CoRR (2019)
Quan V. Nguyen, Francis Colas, Emmanuel Vincent, François Charpillet
Motion planning for robot audition. Auton. Robots 43 (8) (2019)
Manuel Pariente, Antoine Deleforge, Emmanuel Vincent
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders. CoRR (2019)
Nancy Bertin, Ewen Camberlein, Romain Lebarbenchon, Emmanuel Vincent, Sunit Sivasankaran, Irina Illina, Frédéric Bimbot
VoiceHome-2, an extended corpus for multichannel speech processing in real homes. Speech Commun. 106 (2019)
Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 27 (6) (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. ASRU (2019)
Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent
Filterbank design for end-to-end speech separation. CoRR (2019)
Nicolas Turpault, Romain Serizel, Emmanuel Vincent
Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings. ICASSP (2019)
Md. Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas W. D. Evans, Sébastien Marcel, Stefano Squartini, Claude Barras
The Speed Submission to DIHARD II: Contributions & Lessons Learned. CoRR (2019)
Ziteng Wang, Emmanuel Vincent, Romain Serizel, Yonghong Yan
Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments. Comput. Speech Lang. 49 (2018)
Ziteng Wang, Junfeng Li, Yonghong Yan, Emmanuel Vincent
Semi-Supervised Learning with Deep Neural Networks for Relative Transfer Function Inverse Regression. ICASSP (2018)
Jon Barker, Shinji Watanabe, Emmanuel Vincent, Jan Trmal
The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines. INTERSPEECH (2018)
Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector. IWAENC (2018)
Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
Multiple-Input Neural Network-Based Residual Echo Suppression. ICASSP (2018)
Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings. ICASSP (2018)
Jon Barker, Shinji Watanabe, Emmanuel Vincent, Jan Trmal
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines. CoRR (2018)
Ken Déguernel, Emmanuel Vincent, Gérard Assayag
Probabilistic Factor Oracles for Multidimensional Machine Improvisation. Comput. Music. J. 42 (02) (2018)
Sunit Sivasankaran, Emmanuel Vincent, Dominique Fohr
Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment. INTERSPEECH (2018)
Karan Nathwani, Emmanuel Vincent, Irina Illina
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR. IEEE Signal Process. Lett. 25 (3) (2018)
Sharon Gannot, Emmanuel Vincent, Shmulik Markovich Golan, Alexey Ozerov
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Jon Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe
Multi-microphone speech recognition in everyday environments. Comput. Speech Lang. 46 (2017)
Sunit Sivasankaran, Emmanuel Vincent, Irina Illina
A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions. Comput. Speech Lang. 46 (2017)
Karan Nathwani, Emmanuel Vincent, Irina Illina
Consistent DNN uncertainty training and decoding for robust ASR. ASRU (2017)
Ziteng Wang, Emmanuel Vincent, Yonghong Yan
Relative Transfer Function Inverse Regression from Low Dimensional Manifold. CoRR (2017)
Karan Nathwani, Juan Andres Morales-Cordovilla, Sunit Sivasankaran, Irina Illina, Emmanuel Vincent
An extended experimental investigation of DNN uncertainty propagation for noise robust ASR. HSCMA (2017)
Gabriel Sargent, Frédéric Bimbot, Emmanuel Vincent
Estimating the Structural Segmentation of Popular Music Pieces Under Regularity Constraints. IEEE ACM Trans. Audio Speech Lang. Process. 25 (2) (2017)
Jon Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe
The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes. Comput. Speech Lang. 46 (2017)
Jérôme Nika, Ken Déguernel, Axel Chemla-Romeu-Santos, Emmanuel Vincent, Gérard Assayag
DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms. ICMC (2017)
Baldwin Dumortier, Emmanuel Vincent, Madalina Deaconu
Recursive Bayesian estimation of the acoustic noise emitted by wind farms. ICASSP (2017)
Emmanuel Vincent, Shinji Watanabe, Aditya Arie Nugraha, Jon Barker, Ricard Marxer
An analysis of environment, microphone and data simulation mismatches in robust speech recognition. Comput. Speech Lang. 46 (2017)
Sunit Sivasankaran, Emmanuel Vincent, Irina Illina
Discriminative importance weighting of augmented training data for acoustic model training. ICASSP (2017)
Ziteng Wang, Emmanuel Vincent, Romain Serizel, Yonghong Yan
Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments. CoRR (2017)
Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Emmanuel Vincent