Underdetermined Source Separation with Structured Source Priors. - Emmanuel Vincent 001; Xavier Rodet (ICA, 2004)

Music Transcription with ISA and HMM. - Emmanuel Vincent 001; Xavier Rodet (ICA, 2004)

Instrument identification in solo and ensemble music using Independent Subspace Analysis. - Emmanuel Vincent 001; Xavier Rodet (ISMIR, 2004)

Modèles d'instruments pour la séparation de sources et la transcription d'enregistrements musicaux. (Instrument models for source separation and transcription of music recordings). - Emmanuel Vincent 001 (2004)

The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview. - J. Stephen Downie; Kris West; Andreas F. Ehmann; Emmanuel Vincent 001 (ISMIR, 2005)

BASS-dB Multitrack recordings. - Emmanuel Vincent 001; Rémi Gribonval; Cédric Févotte; Andrew Nesbit; Mark D. Plumbley; Mike E. Davies 001; Laurent Daudet (Zenodo, 2005)

Single-Channel Mixture Decomposition Using Bayesian Harmonic Models. - Emmanuel Vincent 001; Mark D. Plumbley (ICA, 2006)

Musical source separation using time-frequency source priors. - Emmanuel Vincent 001 (IEEE Trans. Speech Audio Process., 2006)

Performance measurement in blind audio source separation. - Emmanuel Vincent 001; Rémi Gribonval; Cédric Févotte (IEEE Trans. Speech Audio Process., 2006)

Blind Source Separation using Space-Time Independent Component Analysis. - Mike E. Davies 001; Maria G. Jafari; Samer A. Abdallah; Emmanuel Vincent 001; Mark D. Plumbley (Blind Speech Separation, 2007)

Complex Nonconvex l p Norm Minimization for Underdetermined Source Separation. - Emmanuel Vincent 001 (ICA, 2007)

First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results. - Emmanuel Vincent 001; Hiroshi Sawada; Pau Bofill; Shoji Makino; Justinian P. Rosca (ICA, 2007)

Oracle estimators for the benchmarking of source separation algorithms. - Emmanuel Vincent 001; Rémi Gribonval; Mark D. Plumbley (Signal Process., 2007)

Low Bit-Rate Object Coding of Musical Audio Using Bayesian Harmonic Models. - Emmanuel Vincent 001; Mark D. Plumbley (IEEE Trans. Speech Audio Process., 2007)

Under-determined source separation via mixed-norm regularized minimization. - Matthieu Kowalski; Emmanuel Vincent 001; Rémi Gribonval (EUSIPCO, 2008)

Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription. - Emmanuel Vincent 001; Nancy Bertin; Roland Badeau (ICASSP, 2008)

An adaptive stereo basis method for convolutive blind audio source separation. - Maria G. Jafari; Emmanuel Vincent 001; Samer A. Abdallah; Mark D. Plumbley; Mike E. Davies 001 (Neurocomputing, 2008)

Efficient Bayesian inference for harmonic models via adaptive posterior factorization. - Emmanuel Vincent 001; Mark D. Plumbley (Neurocomputing, 2008)

Instrument-Specific Harmonic Atoms for Mid-Level Music Representation. - Pierre Leveau; Emmanuel Vincent 001; Gaël Richard; Laurent Daudet (IEEE Trans. Speech Audio Process., 2008)

Benchmarking flexible adaptive time-frequency transforms for underdetermined audio source separation. - Andrew Nesbit; Emmanuel Vincent 001; Mark D. Plumbley (ICASSP, 2009)

Robust modeling of musical chord sequences using probabilistic N-grams. - Ricardo Scholz; Emmanuel Vincent 001; Frédéric Bimbot (ICASSP, 2009)

Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation. - Andrew Nesbit; Emmanuel Vincent 001; Mark D. Plumbley (ICA, 2009)

Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. - Matthieu Puigt; Emmanuel Vincent 001; Yannick Deville (ICA, 2009)

The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation. - Emmanuel Vincent 001; Shoko Araki; Pau Bofill (ICA, 2009)

Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling. - Emmanuel Vincent 001; Simon Arberet; Rémi Gribonval (ICA, 2009)

Audio Source Separation Using Hierarchical Phase-Invariant Models. - Emmanuel Vincent 001 (NOLISP, 2009)

Fast bayesian nmf algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription. - Nancy Bertin; Roland Badeau; Emmanuel Vincent 001 (WASPAA, 2009)

Spatial covariance models for under-determined reverberant audio source separation. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (WASPAA, 2009)

An investigation of discrete-state discriminant approaches to single-sensor source separation. - Valentin Emiya; Emmanuel Vincent 001; Rémi Gribonval (WASPAA, 2009)

Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (LVA/ICA, 2010)

Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays. - Nobutaka Ito; Emmanuel Vincent 001; Nobutaka Ono; Rémi Gribonval; Shigeki Sagayama (LVA/ICA, 2010)

A General Modular Framework for Audio Source Separation. - Alexey Ozerov; Emmanuel Vincent 001; Frédéric Bimbot (LVA/ICA, 2010)

Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency. - Jonathan Le Roux; Emmanuel Vincent 001; Yuu Mizuno; Hirokazu Kameoka; Nobutaka Ono; Shigeki Sagayama (LVA/ICA, 2010)

An Experimental Evaluation of Wiener Filter Smoothing Techniques Applied to Under-Determined Audio Source Separation. - Emmanuel Vincent 001 (LVA/ICA, 2010)

Under-determined convolutive blind source separation using spatial covariance models. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (ICASSP, 2010)

Designing the Wiener post-filter for diffuse noise suppression using imaginary parts of inter-channel cross-spectra. - Nobutaka Ito; Nobutaka Ono; Emmanuel Vincent 001; Shigeki Sagayama (ICASSP, 2010)

Decomposition Into Autonomous and Comparable Blocks: A Structural Description of Music Pieces. - Frédéric Bimbot; Olivier Le Blouch; Gabriel Sargent; Emmanuel Vincent 001 (ISMIR, 2010)

Multiple Pitch Transcription using DBN-based Musicological Models. - Stanislaw Andrzej Raczynski; Emmanuel Vincent 001; Frédéric Bimbot; Shigeki Sagayama (ISMIR, 2010)

A Roadmap Towards Versatile MIR. - Emmanuel Vincent 001; Stanislaw Andrzej Raczynski; Nobutaka Ono; Shigeki Sagayama (ISMIR, 2010)

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. - Simon Arberet; Alexey Ozerov; Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval; Frédéric Bimbot; Pierre Vandergheynst (ISSPA, 2010)

Enforcing Harmonicity and Smoothness in Bayesian Non-Negative Matrix Factorization Applied to Polyphonic Music Transcription. - Nancy Bertin; Roland Badeau; Emmanuel Vincent 001 (IEEE Trans. Speech Audio Process., 2010)

Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (IEEE Trans. Speech Audio Process., 2010)

Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation. - Matthieu Kowalski; Emmanuel Vincent 001; Rémi Gribonval (IEEE Trans. Speech Audio Process., 2010)

Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation. - Emmanuel Vincent 001; Nancy Bertin; Roland Badeau (IEEE Trans. Speech Audio Process., 2010)

Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization. - Roland Badeau; Nancy Bertin; Emmanuel Vincent 001 (IEEE Trans. Neural Networks, 2010)

Stability analysis of multiplicative update algorithms for non-negative matrix factorization. - Roland Badeau; Nancy Bertin; Emmanuel Vincent 001 (ICASSP, 2011)

Multi-source TDOA estimation using SNR-based angular spectra. - Charles Blandin; Emmanuel Vincent 001; Alexey Ozerov (ICASSP, 2011)

Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity. - Ngoc Q. K. Duong; Hideyuki Tachibana; Emmanuel Vincent 001; Nobutaka Ono; Rémi Gribonval; Shigeki Sagayama (ICASSP, 2011)

An acoustically-motivated spatial prior for under-determined reverberant source separation. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (ICASSP, 2011)

Multipitch estimation by joint modeling of harmonic and transient sounds. - Jun Wu; Emmanuel Vincent 001; Stanislaw Andrzej Raczynski; Takuya Nishimoto; Nobutaka Ono; Shigeki Sagayama (ICASSP, 2011)

Methodology and Resources for The Structural Segmentation of Music Pieces into Autonomous and Comparable Blocks. - Frédéric Bimbot; Emmanuel Deruty; Gabriel Sargent; Emmanuel Vincent 001 (ISMIR, 2011)

A Regularity-Constrained Viterbi Algorithm and Its Application to The Structural Segmentation of Songs. - Gabriel Sargent; Frédéric Bimbot; Emmanuel Vincent 001 (ISMIR, 2011)

A compressed sensing approach to the simultaneous recording of multiple room impulse responses. - Alexis Benichoux; Emmanuel Vincent 001; Rémi Gribonval (WASPAA, 2011)

Polyphonic Pitch Estimation and Instrument Identification by Joint Modeling of Sustained and Attack Sounds. - Jun Wu; Emmanuel Vincent 001; Stanislaw Andrzej Raczynski; Takuya Nishimoto; Nobutaka Ono; Shigeki Sagayama (IEEE J. Sel. Top. Signal Process., 2011)

Subjective and Objective Quality Assessment of Audio Source Separation. - Valentin Emiya; Emmanuel Vincent 001; Niklas Harlander; Volker Hohmann (IEEE Trans. Speech Audio Process., 2011)

Contributions to audio source separation and content description. (Contributions à la séparation de sources et à la description des contenus audio). - Emmanuel Vincent 001 (2012)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -. - Shoko Araki; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Guido Nolte; Andreas Ziehe; Alexis Benichoux (LVA/ICA, 2012)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -. - Guido Nolte; Dominik Lutter; Andreas Ziehe; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Alexis Benichoux; Shoko Araki (LVA/ICA, 2012)

A General Framework for Online Audio Source Separation. - Laurent S. R. Simon; Emmanuel Vincent 001 (LVA/ICA, 2012)

Improved Perceptual Metrics for the Evaluation of Audio Source Separation. - Emmanuel Vincent 001 (LVA/ICA, 2012)

A general variational Bayesian framework for robust feature extraction in multisource recordings. - Kamil Adiloglu; Emmanuel Vincent 001 (ICASSP, 2012)

Semiotic Structure Labeling of Music Pieces: Concepts, Methods and Annotation Conventions. - Frédéric Bimbot; Emmanuel Deruty; Gabriel Sargent; Emmanuel Vincent 001 (ISMIR, 2012)

Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. - Mathieu Lagrange; Alexey Ozerov; Emmanuel Vincent 001 (ISMIR, 2012)

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering. - Charles Blandin; Alexey Ozerov; Emmanuel Vincent 001 (Signal Process., 2012)

Latent variable analysis and signal separation. - Vincent Vigneron; Vicente Zarzoso; Rémi Gribonval; Emmanuel Vincent 001 (Signal Process., 2012)

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges. - Emmanuel Vincent 001; Shoko Araki; Fabian J. Theis; Guido Nolte; Pau Bofill; Hiroshi Sawada; Alexey Ozerov; Vikrham Gowreesunker; Dominik Lutter; Ngoc Q. K. Duong (Signal Process., 2012)

A General Flexible Framework for the Handling of Prior Information in Audio Source Separation. - Alexey Ozerov; Emmanuel Vincent 001; Frédéric Bimbot (IEEE Trans. Speech Audio Process., 2012)

The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes. - Emmanuel Vincent 001; Jon Barker; Shinji Watanabe 001; Jonathan Le Roux; Francesco Nesta; Marco Matassoni (ASRU, 2013)

A FAST EM algorithm for Gaussian model-based source separation. - Joachim Thiemann; Emmanuel Vincent 001 (EUSIPCO, 2013)

A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors. - Alexis Benichoux; Emmanuel Vincent 001; Rémi Gribonval (ICASSP, 2013)

The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines. - Emmanuel Vincent 001; Jon Barker; Shinji Watanabe 001; Jonathan Le Roux; Francesco Nesta; Marco Matassoni (ICASSP, 2013)

MODIS: an audio motif discovery software. - Laurence Catanese; Nathan Souviraà-Labastie; Bingqing Qu; Sébastien Campion; Guillaume Gravier; Emmanuel Vincent 001; Frédéric Bimbot (INTERSPEECH, 2013)

General algorithms for estimating spectrogram and transfer functions of target signal for blind suppression of diffuse noise. - Nobutaka Ito; Emmanuel Vincent 001; Nobutaka Ono; Shigeki Sagayama (MLSP, 2013)

Introducing a simple fusion framework for audio source separation. - Xabier Jaureguiberry; Gaël Richard; Pierre Leveau; Romain Hennequin; Emmanuel Vincent 001 (MLSP, 2013)

An experimental comparison of source separation and beamforming techniques for microphone array signal enhancement. - Joachim Thiemann; Emmanuel Vincent 001 (MLSP, 2013)

Special issue on speech separation and recognition in multisource environments. - Jon Barker; Emmanuel Vincent 001 (Comput. Speech Lang., 2013)

The PASCAL CHiME speech separation and recognition challenge. - Jon Barker; Emmanuel Vincent 001; Ning Ma 002; Heidi Christensen; Phil D. Green (Comput. Speech Lang., 2013)

Uncertainty-based learning of acoustic models from noisy data. - Alexey Ozerov; Mathieu Lagrange; Emmanuel Vincent 001 (Comput. Speech Lang., 2013)

Spatial location priors for Gaussian model based reverberant audio source separation. - Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval (EURASIP J. Adv. Signal Process., 2013)

Consistent Wiener Filtering for Audio Source Separation. - Jonathan Le Roux; Emmanuel Vincent 001 (IEEE Signal Process. Lett., 2013)

Dynamic Bayesian Networks for Symbolic Polyphonic Pitch Modeling. - Stanislaw Andrzej Raczynski; Emmanuel Vincent 001; Shigeki Sagayama (IEEE Trans. Speech Audio Process., 2013)

Audio source separation using multiple deformed references. - Nathan Souviraà-Labastie; Anaïk Olivero; Emmanuel Vincent 001; Frédéric Bimbot (EUSIPCO, 2014)

Investigating stranded GMM for improving automatic speech recognition. - Arseniy Gorin; Denis Jouvet; Emmanuel Vincent 001; Dung T. Tran (HSCMA, 2014)

Blind RT60 estimation robust across room sizes and source distances. - Baldwin Dumortier; Emmanuel Vincent 001 (ICASSP, 2014)

Extension of uncertainty propagation to dynamic MFCCS for noise robust ASR. - Dung T. Tran; Emmanuel Vincent 001; Denis Jouvet (ICASSP, 2014)

Fusion of multiple uncertainty estimators and propagators for noise robust ASR. - Dung T. Tran; Emmanuel Vincent 001; Denis Jouvet (ICASSP, 2014)

Multiple-order non-negative matrix factorization for speech enhancement. - Xabier Jaureguiberry; Emmanuel Vincent 001; Gaël Richard (INTERSPEECH, 2014)

An investigation of likelihood normalization for robust ASR. - Emmanuel Vincent 001; Aggelos Gkiokas; Dominik Schnitzer; Arthur Flexer (INTERSPEECH, 2014)

Semiotic Description of Music Structure: An Introduction to the Quaero/Metiss Structural Annotations. - Frédéric Bimbot; Gabriel Sargent; Emmanuel Deruty; Corentin Guichaoua; Emmanuel Vincent 001 (Semantic Audio, 2014)

Variational Bayesian model averaging for audio source separation. - Xabier Jaureguiberry; Emmanuel Vincent 001; Gaël Richard (SSP, 2014)

From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound. - Emmanuel Vincent 001; Nancy Bertin; Rémi Gribonval; Frédéric Bimbot (IEEE Signal Process. Mag., 2014)

Genre-Based Music Language Modeling with Latent Hierarchical Pitman-Yor Process Allocation. - Stanislaw Andrzej Raczynski; Emmanuel Vincent 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Convex Regularizations for the Simultaneous Recording of Room Impulse Responses. - Alexis Benichoux; Laurent S. R. Simon; Emmanuel Vincent 001; Rémi Gribonval (IEEE Trans. Signal Process., 2014)

The third 'CHiME' speech separation and recognition challenge: Dataset, task and baselines. - Jon Barker; Ricard Marxer; Emmanuel Vincent 001; Shinji Watanabe 001 (ASRU, 2015)

Robust ASR using neural network based speech enhancement and feature simulation. - Sunit Sivasankaran; Aditya Arie Nugraha; Emmanuel Vincent 001; Juan Andres Morales-Cordovilla; Siddharth Dalmia; Irina Illina; Antoine Liutkus (ASRU, 2015)

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. - Felix Weninger; Hakan Erdogan; Shinji Watanabe 001; Emmanuel Vincent 001; Jonathan Le Roux; John R. Hershey; Björn W. Schuller (LVA/ICA, 2015)

Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. - Jonathan Le Roux; Emmanuel Vincent 001; John R. Hershey; Daniel P. W. Ellis (ICASSP, 2015)

Music separation guided by cover tracks: Designing the joint NMF model. - Nathan Souviraà-Labastie; Emmanuel Vincent 001; Frédéric Bimbot (ICASSP, 2015)

Fast DNN training based on auxiliary function technique. - Dung T. Tran; Nobutaka Ono; Emmanuel Vincent 001 (ICASSP, 2015)

Discriminative uncertainty estimation for noise robust ASR. - Dung T. Tran; Emmanuel Vincent 001; Denis Jouvet (ICASSP, 2015)

Audio source localization by optimal control of a mobile robot. - Emmanuel Vincent 001; Aghilas Sini; François Charpillet (ICASSP, 2015)

Uncertainty propagation through deep neural networks. - Ahmed Hussen Abdelaziz; Shinji Watanabe 001; John R. Hershey; Emmanuel Vincent 001; Dorothea Kolossa (INTERSPEECH, 2015)

Uncertainty propagation for noise robust speaker recognition: the case of NIST-SRE. - Dayana Ribas González; Emmanuel Vincent 001; José Ramón Calvo de Lara (INTERSPEECH, 2015)

Full multicondition training for robust i-vector based speaker recognition. - Dayana Ribas; Emmanuel Vincent 001; José Ramón Calvo de Lara (INTERSPEECH, 2015)

Is audio signal processing still useful in the era of machine learning? - Emmanuel Vincent 001 (WASPAA, 2015)

Multi-Channel Audio Source Separation Using Multiple Deformed References. - Nathan Souviraà-Labastie; Anaïk Olivero; Emmanuel Vincent 001; Frédéric Bimbot (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Nonparametric Uncertainty Estimation and Propagation for Noise Robust ASR. - Dung T. Tran; Emmanuel Vincent 001; Denis Jouvet (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Blind Suppression of Nonstationary Diffuse Acoustic Noise Based on Spatial Covariance Matrix Decomposition. - Nobutaka Ito; Emmanuel Vincent 001; Tomohiro Nakatani; Nobutaka Ono; Shoko Araki; Shigeki Sagayama (J. Signal Process. Syst., 2015)

Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. - Benjamin Elizalde; Anurag Kumar 003; Ankit Shah 001; Rohan Badlani; Emmanuel Vincent 001; Bhiksha Raj; Ian R. Lane (DCASE, 2016)

Multichannel music separation with deep neural networks. - Aditya Arie Nugraha; Antoine Liutkus; Emmanuel Vincent 001 (EUSIPCO, 2016)

A French Corpus for Distant-Microphone Speech Processing in Real Homes. - Nancy Bertin; Ewen Camberlein; Emmanuel Vincent 001; Romain Lebarbenchon; Stéphane Peillon; Éric Lamande; Sunit Sivasankaran; Frédéric Bimbot; Irina Illina; Ariane Tom; Sylvain Fleury; Éric Jamet (INTERSPEECH, 2016)

Discussion. - Dayana Ribas; Emmanuel Vincent 001; John H. L. Hansen; Emma Jokinen; Mirco Ravanelli; Hannes Gamper; Fred Richardson (INTERSPEECH, 2016)

Localizing an intermittent and moving sound source using a mobile robot. - Quan V. Nguyen; Francis Colas; Emmanuel Vincent 001; François Charpillet (IROS, 2016)

A study of speech distortion conditions in real scenarios for speech processing applications. - Dayana Ribas; Emmanuel Vincent 001; José Ramón Calvo de Lara (SLT, 2016)

Variational Bayesian Inference for Source Separation and Robust Feature Extraction. - Kamil Adiloglu; Emmanuel Vincent 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Fusion Methods for Speech Enhancement and Audio Source Separation. - Xabier Jaureguiberry; Emmanuel Vincent 001; Gaël Richard (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Multichannel Audio Source Separation With Deep Neural Networks. - Aditya Arie Nugraha; Antoine Liutkus; Emmanuel Vincent 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

The CHiME Challenges: Robust Speech Recognition in Everyday Environments. - Jon P. Barker; Ricard Marxer; Emmanuel Vincent 001; Shinji Watanabe 001 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Consistent DNN uncertainty training and decoding for robust ASR. - Karan Nathwani; Emmanuel Vincent 001; Irina Illina (ASRU, 2017)

DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. - Annamaria Mesaros; Toni Heittola; Aleksandr Diment; Benjamin Elizalde; Ankit Shah 001; Emmanuel Vincent 001; Bhiksha Raj; Tuomas Virtanen (DCASE, 2017)

An extended experimental investigation of DNN uncertainty propagation for noise robust ASR. - Karan Nathwani; Juan Andres Morales-Cordovilla; Sunit Sivasankaran; Irina Illina; Emmanuel Vincent 001 (HSCMA, 2017)

Long-term robot motion planning for active sound source localization with Monte Carlo tree search. - Quan V. Nguyen; Francis Colas; Emmanuel Vincent 001; François Charpillet (HSCMA, 2017)

Recursive Bayesian estimation of the acoustic noise emitted by wind farms. - Baldwin Dumortier; Emmanuel Vincent 001; Madalina Deaconu (ICASSP, 2017)

Discriminative importance weighting of augmented training data for acoustic model training. - Sunit Sivasankaran; Emmanuel Vincent 001; Irina Illina (ICASSP, 2017)

DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms. - Jérôme Nika; Ken Déguernel; Axel Chemla-Romeu-Santos; Emmanuel Vincent 001; Gérard Assayag (ICMC, 2017)

Relative Transfer Function Inverse Regression from Low Dimensional Manifold. - Ziteng Wang; Emmanuel Vincent 001; Yonghong Yan 002 (CoRR, 2017)

Multi-microphone speech recognition in everyday environments. - Jon Barker; Ricard Marxer; Emmanuel Vincent 001; Shinji Watanabe 001 (Comput. Speech Lang., 2017)

The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes. - Jon Barker; Ricard Marxer; Emmanuel Vincent 001; Shinji Watanabe 001 (Comput. Speech Lang., 2017)

A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions. - Sunit Sivasankaran; Emmanuel Vincent 001; Irina Illina (Comput. Speech Lang., 2017)

An analysis of environment, microphone and data simulation mismatches in robust speech recognition. - Emmanuel Vincent 001; Shinji Watanabe 001; Aditya Arie Nugraha; Jon Barker; Ricard Marxer (Comput. Speech Lang., 2017)

A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation. - Sharon Gannot; Emmanuel Vincent 001; Shmulik Markovich Golan; Alexey Ozerov (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Estimating the Structural Segmentation of Popular Music Pieces Under Regularity Constraints. - Gabriel Sargent; Frédéric Bimbot; Emmanuel Vincent 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Multiple-Input Neural Network-Based Residual Echo Suppression. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (ICASSP, 2018)

Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (ICASSP, 2018)

Semi-Supervised Learning with Deep Neural Networks for Relative Transfer Function Inverse Regression. - Ziteng Wang; Junfeng Li; Yonghong Yan 002; Emmanuel Vincent 001 (ICASSP, 2018)

The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines. - Jon Barker; Shinji Watanabe 001; Emmanuel Vincent 001; Jan Trmal (INTERSPEECH, 2018)

Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment. - Sunit Sivasankaran; Emmanuel Vincent 001; Dominique Fohr (INTERSPEECH, 2018)

CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (IWAENC, 2018)

Probabilistic Factor Oracles for Multidimensional Machine Improvisation. - Ken Déguernel; Emmanuel Vincent 001; Gérard Assayag (Comput. Music. J., 2018)

Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments. - Ziteng Wang; Emmanuel Vincent 001; Romain Serizel; Yonghong Yan 002 (Comput. Speech Lang., 2018)

DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR. - Karan Nathwani; Emmanuel Vincent 001; Irina Illina (IEEE Signal Process. Lett., 2018)

Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. - Adrien Dufraux; Emmanuel Vincent 001; Awni Y. Hannun; Armelle Brun; Matthijs Douze (ASRU, 2019)

An Improved Uncertainty Propagation Method for Robust I-vector Based Speaker Recognition. - Dayana Ribas; Emmanuel Vincent 001 (ICASSP, 2019)

Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings. - Nicolas Turpault; Romain Serizel; Emmanuel Vincent 001 (ICASSP, 2019)

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders. - Manuel Pariente; Antoine Deleforge; Emmanuel Vincent 001 (INTERSPEECH, 2019)

Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? - Brij Mohan Lal Srivastava; Aurélien Bellet; Marc Tommasi; Emmanuel Vincent 001 (INTERSPEECH, 2019)

Regression Versus Classification for Neural Network Based Audio Source Localization. - Lauréline Perotin; Alexandre Défossez; Emmanuel Vincent 001; Romain Serizel; Alexandre Guérin (WASPAA, 2019)

Motion planning for robot audition. - Quan V. Nguyen; Francis Colas; Emmanuel Vincent 001; François Charpillet (Auton. Robots, 2019)

AI in the media and creative industries. - Giuseppe Amato 001; Malte Behrmann; Frédéric Bimbot; Baptiste Caramiaux; Fabrizio Falchi; Ander García; Joost Geurts; Jaume Gibert; Guillaume Gravier; Hadmut Holken; Hartmut Koenitz; Sylvain Lefebvre 001; et al. (CoRR, 2019)

The Speed Submission to DIHARD II: Contributions & Lessons Learned. - Md. Sahidullah; Jose Patino 001; Samuele Cornell; Ruiqing Yin; Sunit Sivasankaran; Hervé Bredin; Pavel Korshunov; Alessio Brutti; Romain Serizel; Emmanuel Vincent 001; Nicholas W. D. Evans; Sébastien Marcel; et al. (CoRR, 2019)

Joint DNN-Based Multichannel Reduction of Acoustic Echo, Reverberation and Noise. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (CoRR, 2019)

CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (IEEE J. Sel. Top. Signal Process., 2019)

VoiceHome-2, an extended corpus for multichannel speech processing in real homes. - Nancy Bertin; Ewen Camberlein; Romain Lebarbenchon; Emmanuel Vincent 001; Sunit Sivasankaran; Irina Illina; Frédéric Bimbot (Speech Commun., 2019)

Sound Event Detection in the DCASE 2017 Challenge. - Annamaria Mesaros; Aleksandr Diment; Benjamin Elizalde; Toni Heittola; Emmanuel Vincent 001; Bhiksha Raj; Tuomas Virtanen (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Foreground-Background Ambient Sound Scene Separation. - Michel Olvera; Emmanuel Vincent 001; Romain Serizel; Gilles Gasso (EUSIPCO, 2020)

Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition. - Sunit Sivasankaran; Emmanuel Vincent 001; Dominique Fohr (EUSIPCO, 2020)

Filterbank Design for End-to-end Speech Separation. - Manuel Pariente; Samuele Cornell; Antoine Deleforge; Emmanuel Vincent 001 (ICASSP, 2020)

SLOGD: Speaker Location Guided Deflation Approach to Speech Separation. - Sunit Sivasankaran; Emmanuel Vincent 001; Dominique Fohr (ICASSP, 2020)

Evaluating Voice Conversion-Based Privacy Protection against Informed Attackers. - Brij Mohan Lal Srivastava; Nathalie Vauquier; Md. Sahidullah; Aurélien Bellet; Marc Tommasi; Emmanuel Vincent 001 (ICASSP, 2020)

Limitations of Weak Labels for Embedding and Tagging. - Nicolas Turpault; Romain Serizel; Emmanuel Vincent 001 (ICASSP, 2020)

Detecting and Counting Overlapping Speakers in Distant Speech Scenarios. - Samuele Cornell; Maurizio Omologo; Stefano Squartini; Emmanuel Vincent 001 (INTERSPEECH, 2020)

Kaldi-Web: An Installation-Free, On-Device Speech Recognition System. - Mathieu Hu; Laurent Pierron; Emmanuel Vincent 001; Denis Jouvet (INTERSPEECH, 2020)

A Comparative Study of Speech Anonymization Metrics. - Mohamed Maouche; Brij Mohan Lal Srivastava; Nathalie Vauquier; Aurélien Bellet; Marc Tommasi; Emmanuel Vincent 001 (INTERSPEECH, 2020)

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. - 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; et al. (INTERSPEECH, 2020)

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (INTERSPEECH, 2020)

Design Choices for X-Vector Based Speaker Anonymization. - Brij Mohan Lal Srivastava; Natalia A. Tomashenko; Xin Wang 037; Emmanuel Vincent 001; Junichi Yamagishi; Mohamed Maouche; Aurélien Bellet; Marc Tommasi (INTERSPEECH, 2020)

Introducing the VoicePrivacy Initiative. - Natalia A. Tomashenko; Brij Mohan Lal Srivastava; Xin Wang 037; Emmanuel Vincent 001; Andreas Nautsch; Junichi Yamagishi; Nicholas W. D. Evans; Jose Patino 001; Jean-François Bonastre; Paul-Gauthier Noé; Massimiliano Todisco (INTERSPEECH, 2020)

Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation. - M. A. Tugtekin Turan; Emmanuel Vincent 001; Denis Jouvet (INTERSPEECH, 2020)

Learning of Hierarchical Temporal Structures for Guided Improvisation. - Ken Déguernel; Emmanuel Vincent 001; Jérôme Nika; Gérard Assayag; Kamel Smaïli (Comput. Music. J., 2020)

CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings. - Shinji Watanabe 001; Michael I. Mandel; Jon Barker; Emmanuel Vincent 001 (CoRR, 2020)

Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Explaining Deep Learning Models for Speech Enhancement. - Sunit Sivasankaran; Emmanuel Vincent 001; Dominique Fohr (Interspeech, 2021)

On Refining BERT Contextualized Embeddings using Semantic Lexicons. - Georgios Zervakis 002; Emmanuel Vincent 001; Miguel Couceiro; Marc Schoenauer (MLSMKG@PKDD/ECML, 2021)

UIAI System for Short-Duration Speaker Verification Challenge 2020. - Md. Sahidullah; Achintya Kumar Sarkar; Ville Vestman; Xuechen Liu; Romain Serizel; Tomi Kinnunen; Zheng-Hua Tan; Emmanuel Vincent 001 (SLT, 2021)

Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings. - Prerak Srivastava; Antoine Deleforge; Emmanuel Vincent 001 (WASPAA, 2021)

Benchmarking and challenges in security and privacy for voice biometrics. - Jean-François Bonastre; Héctor Delgado; Nicholas W. D. Evans; Tomi Kinnunen; Kong Aik Lee; Xuechen Liu; Andreas Nautsch; Paul-Gauthier Noé; Jose Patino 001; Md. Sahidullah; Brij Mohan Lal Srivastava; Massimiliano Todisco; et al. (CoRR, 2021)

Enabling Voice-Based Apps with European Values. - Akira Campbell; Thomas Kleinbauer; Marc Tommasi; Emmanuel Vincent 001 (ERCIM News, 2021)

On The Impact of Normalization Strategies in Unsupervised Adversarial Domain Adaptation for Acoustic Scene Classification. - Michel Olvera; Emmanuel Vincent 001; Gilles Gasso (ICASSP, 2022)

Chop and Change: Anaphora Resolution in Instructional Cooking Videos. - Cennet Oguz; Ivana Kruijff-Korbayová; Emmanuel Vincent 001; Pascal Denis; Josef van Genabith (AACL/IJCNLP (Findings), 2022)

Enhancing Speech Privacy with Slicing. - Mohamed Maouche; Brij Mohan Lal Srivastava; Nathalie Vauquier; Aurélien Bellet; Marc Tommasi; Emmanuel Vincent 001 (INTERSPEECH, 2022)

Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators. - Prerak Srivastava; Antoine Deleforge; Emmanuel Vincent 001 (IWAENC, 2022)

Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (LREC, 2022)

Adapting Language Models When Training on Privacy-Transformed Data. - M. A. Tugtekin Turan; Dietrich Klakow; Emmanuel Vincent 001; Denis Jouvet (LREC, 2022)

An Analogy based Approach for Solving Target Sense Verification. - Georgios Zervakis 002; Emmanuel Vincent 001; Miguel Couceiro; Marc Schoenauer; Esteban Marquer (NLPIR, 2022)

Can We Use Common Voice to Train a Multi-Speaker TTS System? - Sewade Ogun; Vincent Colotte; Emmanuel Vincent 001 (SLT, 2022)

The VoicePrivacy 2022 Challenge Evaluation Plan. - Natalia A. Tomashenko; Xin Wang 037; Xiaoxiao Miao; Hubert Nourtel; Pierre Champion; Massimiliano Todisco; Emmanuel Vincent 001; Nicholas W. D. Evans; Junichi Yamagishi; Jean-François Bonastre (CoRR, 2022)

The VoicePrivacy 2020 Challenge Evaluation Plan. - Natalia A. Tomashenko; Brij Mohan Lal Srivastava; Xin Wang 037; Emmanuel Vincent 001; Andreas Nautsch; Junichi Yamagishi; Nicholas W. D. Evans; Jose Patino 001; Jean-François Bonastre; Paul-Gauthier Noé; Massimiliano Todisco (CoRR, 2022)

How to (virtually) train your sound source localizer. - Prerak Srivastava; Antoine Deleforge; Archontis Politis; Emmanuel Vincent 001 (CoRR, 2022)

Overlapped Speech Detection and speaker counting using distant microphone arrays. - Samuele Cornell; Maurizio Omologo; Stefano Squartini; Emmanuel Vincent 001 (Comput. Speech Lang., 2022)

The VoicePrivacy 2020 Challenge: Results and findings. - Natalia A. Tomashenko; Xin Wang 037; Emmanuel Vincent 001; Jose Patino 001; Brij Mohan Lal Srivastava; Paul-Gauthier Noé; Andreas Nautsch; Nicholas W. D. Evans; Junichi Yamagishi; Benjamin O'Brien; Anaïs Chanclu; Jean-François Bonastre; et al. (Comput. Speech Lang., 2022)

Privacy in Speech and Language Technology (Dagstuhl Seminar 22342). - Simone Fischer-Hübner; Dietrich Klakow; Peggy Valcke; Emmanuel Vincent 001 (Dagstuhl Reports, 2022)

Privacy and Utility of X-Vector Based Speaker Anonymization. - Brij Mohan Lal Srivastava; Mohamed Maouche; Md. Sahidullah; Emmanuel Vincent 001; Aurélien Bellet; Marc Tommasi; Natalia A. Tomashenko; Xin Wang 037; Junichi Yamagishi (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. - Can Cui 007; Imran A. Sheikh; Mostafa Sadeghi; Emmanuel Vincent 001 (ASRU, 2023)

Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization. - Cennet Oguz; Pascal Denis; Emmanuel Vincent 001; Simon Ostermann 002; Josef van Genabith (EMNLP, 2023)

Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS. - Sewade Ogun; Vincent Colotte; Emmanuel Vincent 001 (INTERSPEECH, 2023)

How to (Virtually) Train Your Speaker Localizer. - Prerak Srivastava; Antoine Deleforge; Archontis Politis; Emmanuel Vincent 001 (INTERSPEECH, 2023)

End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data. - Can Cui 007; Sheikh Imran Ahamad; Mostafa Sadeghi; Emmanuel Vincent 001 (CoRR, 2023)

Guest editorial: Special issue on advances in deep learning based speech processing. - Xiao-Lei Zhang; Lei Xie; Eric Fosler-Lussier; Emmanuel Vincent 001 (Neural Networks, 2023)

Differentially Private Speaker Anonymization. - Ali Shahin Shamsabadi; Brij Mohan Lal Srivastava; Aurélien Bellet; Nathalie Vauquier; Emmanuel Vincent 001; Mohamed Maouche; Marc Tommasi; Nicolas Papernot (Proc. Priv. Enhancing Technol., 2023)

MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos. - Cennet Oguz; Pascal Denis; Simon Ostermann 002; Emmanuel Vincent 001; Natalia Skachkova; Josef van Genabith (EMNLP (Findings), 2024)

Multi-Channel Extension of Pre-trained Models for Speaker Verification. - Ladislav Mosner; Romain Serizel; Lukás Burget; Oldrich Plchot; Emmanuel Vincent 001; Junyi Peng; Jan Cernocký (INTERSPEECH, 2024)

Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications. - Can Cui 007; Imran A. Sheikh; Mostafa Sadeghi; Emmanuel Vincent 001 (Odyssey, 2024)

The VoicePrivacy 2024 Challenge Evaluation Plan. - Natalia A. Tomashenko; Xiaoxiao Miao; Pierre Champion; Sarina Meyer; Xin Wang 037; Emmanuel Vincent 001; Michele Panariello; Nicholas W. D. Evans; Junichi Yamagishi; Massimiliano Todisco (CoRR, 2024)

The First VoicePrivacy Attacker Challenge Evaluation Plan. - Natalia A. Tomashenko; Xiaoxiao Miao; Emmanuel Vincent 001; Junichi Yamagishi (CoRR, 2024)

Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting Transcription. - Can Cui 007; Sheikh Imran Ahamad; Mostafa Sadeghi; Emmanuel Vincent 001 (CoRR, 2024)

The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation. - Michele Panariello; Natalia A. Tomashenko; Xin Wang 037; Xiaoxiao Miao; Pierre Champion; Hubert Nourtel; Massimiliano Todisco; Nicholas W. D. Evans; Emmanuel Vincent 001; Junichi Yamagishi (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Training RNN language models on uncertain ASR hypotheses in limited data scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (Comput. Speech Lang., 2024)

Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization. - Natalia A. Tomashenko; Emmanuel Vincent 001; Marc Tommasi (ICASSP, 2025)

The First VoicePrivacy Attacker Challenge. - Natalia A. Tomashenko; Xiaoxiao Miao; Emmanuel Vincent 001; Junichi Yamagishi (ICASSP, 2025)

An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR. - Sewade Ogun; Vincent Colotte; Emmanuel Vincent 001 (CoRR, 2025)

Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition. - Raphaël Bagat; Irina Illina; Emmanuel Vincent 001 (CoRR, 2025)

Exploiting Context-dependent Duration Features for Voice Anonymization Attack Systems. - Natalia A. Tomashenko; Emmanuel Vincent 001; Marc Tommasi (CoRR, 2025)