Emmanuel Vincent

According to our database1, Emmanuel Vincent authored at least 154 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Sound Event Detection in the DCASE 2017 Challenge.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2019

VoiceHome-2, an extended corpus for multichannel speech processing in real homes.
Speech Communication, 2019

CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings.
J. Sel. Topics Signal Processing, 2019

AI in the media and creative industries.
CoRR, 2019

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders.
CoRR, 2019

An improved uncertainty propagation method for robust i-vector based speaker recognition.
CoRR, 2019

Motion planning for robot audition.
Auton. Robots, 2019

SemEval-2019 Task 4: Hyperpartisan News Detection.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2019

An Improved Uncertainty Propagation Method for Robust I-vector Based Speaker Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR.
IEEE Signal Process. Lett., 2018

Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments.
Computer Speech & Language, 2018

The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines.
CoRR, 2018

Probabilistic Factor Oracles for Multidimensional Machine Improvisation.
Computer Music Journal, 2018

A Structured Response to Misinformation: Defining and Annotating Credibility Indicators in News Articles.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment.
Proceedings of the Interspeech 2018, 2018

The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines.
Proceedings of the Interspeech 2018, 2018

Semi-Supervised Learning with Deep Neural Networks for Relative Transfer Function Inverse Regression.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multiple-Input Neural Network-Based Residual Echo Suppression.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Crowdsourced Measure of News Articles Bias: Assessing Contributors' Reliability.
Proceedings of the 1st Workshop on Subjectivity, 2018

2017
Estimating the Structural Segmentation of Popular Music Pieces Under Regularity Constraints.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

An analysis of environment, microphone and data simulation mismatches in robust speech recognition.
Computer Speech & Language, 2017

A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions.
Computer Speech & Language, 2017

The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes.
Computer Speech & Language, 2017

Multi-microphone speech recognition in everyday environments.
Computer Speech & Language, 2017

Relative Transfer Function Inverse Regression from Low Dimensional Manifold.
CoRR, 2017

Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments.
CoRR, 2017

DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms.
Proceedings of the 2017 International Computer Music Conference, 2017

Discriminative importance weighting of augmented training data for acoustic model training.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Recursive Bayesian estimation of the acoustic noise emitted by wind farms.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Long-term robot motion planning for active sound source localization with Monte Carlo tree search.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

An extended experimental investigation of DNN uncertainty propagation for noise robust ASR.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Consistent DNN uncertainty training and decoding for robust ASR.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

The CHiME Challenges: Robust Speech Recognition in Everyday Environments.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016
Multichannel Audio Source Separation With Deep Neural Networks.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2016

Fusion Methods for Speech Enhancement and Audio Source Separation.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2016

Variational Bayesian Inference for Source Separation and Robust Feature Extraction.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2016

Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording.
CoRR, 2016

A study of speech distortion conditions in real scenarios for speech processing applications.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Localizing an intermittent and moving sound source using a mobile robot.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016


A French Corpus for Distant-Microphone Speech Processing in Real Homes.
Proceedings of the Interspeech 2016, 2016

Multichannel music separation with deep neural networks.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Blind Suppression of Nonstationary Diffuse Acoustic Noise Based on Spatial Covariance Matrix Decomposition.
Signal Processing Systems, 2015

Nonparametric Uncertainty Estimation and Propagation for Noise Robust ASR.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Multi-Channel Audio Source Separation Using Multiple Deformed References.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Is audio signal processing still useful in the era of machine learning?
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Full multicondition training for robust i-vector based speaker recognition.
Proceedings of the INTERSPEECH 2015, 2015

Uncertainty propagation for noise robust speaker recognition: the case of NIST-SRE.
Proceedings of the INTERSPEECH 2015, 2015

Uncertainty propagation through deep neural networks.
Proceedings of the INTERSPEECH 2015, 2015

Audio source localization by optimal control of a mobile robot.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Discriminative uncertainty estimation for noise robust ASR.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fast DNN training based on auxiliary function technique.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Music separation guided by cover tracks: Designing the joint NMF model.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Micbots: Collecting large realistic datasets for speech and audio research using mobile robots.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Robust ASR using neural network based speech enhancement and feature simulation.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

The third 'CHiME' speech separation and recognition challenge: Dataset, task and baselines.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014
Convex Regularizations for the Simultaneous Recording of Room Impulse Responses.
IEEE Trans. Signal Processing, 2014

Genre-Based Music Language Modeling with Latent Hierarchical Pitman-Yor Process Allocation.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2014

From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound.
IEEE Signal Process. Mag., 2014

Variational Bayesian model averaging for audio source separation.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Semiotic Description of Music Structure: An Introduction to the Quaero/Metiss Structural Annotations.
Proceedings of the AES International Conference on Semantic Audio 2014, 2014

An investigation of likelihood normalization for robust ASR.
Proceedings of the INTERSPEECH 2014, 2014

Multiple-order non-negative matrix factorization for speech enhancement.
Proceedings of the INTERSPEECH 2014, 2014

Fusion of multiple uncertainty estimators and propagators for noise robust ASR.
Proceedings of the IEEE International Conference on Acoustics, 2014

Extension of uncertainty propagation to dynamic MFCCS for noise robust ASR.
Proceedings of the IEEE International Conference on Acoustics, 2014

Blind RT60 estimation robust across room sizes and source distances.
Proceedings of the IEEE International Conference on Acoustics, 2014

Investigating stranded GMM for improving automatic speech recognition.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Audio source separation using multiple deformed references.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Dynamic Bayesian Networks for Symbolic Polyphonic Pitch Modeling.
IEEE Trans. Audio, Speech & Language Processing, 2013

Consistent Wiener Filtering for Audio Source Separation.
IEEE Signal Process. Lett., 2013

Spatial location priors for Gaussian model based reverberant audio source separation.
EURASIP J. Adv. Sig. Proc., 2013

Uncertainty-based learning of acoustic models from noisy data.
Computer Speech & Language, 2013

The PASCAL CHiME speech separation and recognition challenge.
Computer Speech & Language, 2013

Special issue on speech separation and recognition in multisource environments.
Computer Speech & Language, 2013

An experimental comparison of source separation and beamforming techniques for microphone array signal enhancement.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Introducing a simple fusion framework for audio source separation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

General algorithms for estimating spectrogram and transfer functions of target signal for blind suppression of diffuse noise.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

MODIS: an audio motif discovery software.
Proceedings of the INTERSPEECH 2013, 2013

The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines.
Proceedings of the IEEE International Conference on Acoustics, 2013

A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors.
Proceedings of the IEEE International Conference on Acoustics, 2013

A FAST EM algorithm for Gaussian model-based source separation.
Proceedings of the 21st European Signal Processing Conference, 2013

The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
A General Flexible Framework for the Handling of Prior Information in Audio Source Separation.
IEEE Trans. Audio, Speech & Language Processing, 2012

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges.
Signal Processing, 2012

Latent variable analysis and signal separation.
Signal Processing, 2012

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering.
Signal Processing, 2012

Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Semiotic Structure Labeling of Music Pieces: Concepts, Methods and Annotation Conventions.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A general variational Bayesian framework for robust feature extraction in multisource recordings.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Improved Perceptual Metrics for the Evaluation of Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

A General Framework for Online Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

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

2011
Subjective and Objective Quality Assessment of Audio Source Separation.
IEEE Trans. Audio, Speech & Language Processing, 2011

Polyphonic Pitch Estimation and Instrument Identification by Joint Modeling of Sustained and Attack Sounds.
J. Sel. Topics Signal Processing, 2011

A general framework for online audio source separation
CoRR, 2011

A compressed sensing approach to the simultaneous recording of multiple room impulse responses.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

A Regularity-Constrained Viterbi Algorithm and Its Application to The Structural Segmentation of Songs.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Methodology and Resources for The Structural Segmentation of Music Pieces into Autonomous and Comparable Blocks.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Multipitch estimation by joint modeling of harmonic and transient sounds.
Proceedings of the IEEE International Conference on Acoustics, 2011

An acoustically-motivated spatial prior for under-determined reverberant source separation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity.
Proceedings of the IEEE International Conference on Acoustics, 2011

Multi-source TDOA estimation using SNR-based angular spectra.
Proceedings of the IEEE International Conference on Acoustics, 2011

Stability analysis of multiplicative update algorithms for non-negative matrix factorization.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks, 2010

Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation.
IEEE Trans. Audio, Speech & Language Processing, 2010

Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation.
IEEE Trans. Audio, Speech & Language Processing, 2010

Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model.
IEEE Trans. Audio, Speech & Language Processing, 2010

Enforcing Harmonicity and Smoothness in Bayesian Non-Negative Matrix Factorization Applied to Polyphonic Music Transcription.
IEEE Trans. Audio, Speech & Language Processing, 2010

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation.
Proceedings of the 10th International Conference on Information Sciences, 2010

A Roadmap Towards Versatile MIR.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Multiple Pitch Transcription using DBN-based Musicological Models.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Decomposition Into Autonomous and Comparable Blocks: A Structural Description of Music Pieces.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Designing the Wiener post-filter for diffuse noise suppression using imaginary parts of inter-channel cross-spectra.
Proceedings of the IEEE International Conference on Acoustics, 2010

Under-determined convolutive blind source separation using spatial covariance models.
Proceedings of the IEEE International Conference on Acoustics, 2010

An Experimental Evaluation of Wiener Filter Smoothing Techniques Applied to Under-Determined Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

A General Modular Framework for Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009
An investigation of discrete-state discriminant approaches to single-sensor source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Spatial covariance models for under-determined reverberant audio source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Fast bayesian nmf algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Audio Source Separation Using Hierarchical Phase-Invariant Models.
Proceedings of the Advances in Nonlinear Speech Processing, 2009

Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Robust modeling of musical chord sequences using probabilistic N-grams.
Proceedings of the IEEE International Conference on Acoustics, 2009

Benchmarking flexible adaptive time-frequency transforms for underdetermined audio source separation.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Instrument-Specific Harmonic Atoms for Mid-Level Music Representation.
IEEE Trans. Audio, Speech & Language Processing, 2008

Efficient Bayesian inference for harmonic models via adaptive posterior factorization.
Neurocomputing, 2008

An adaptive stereo basis method for convolutive blind audio source separation.
Neurocomputing, 2008

Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription.
Proceedings of the IEEE International Conference on Acoustics, 2008

Under-determined source separation via mixed-norm regularized minimization.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Low Bit-Rate Object Coding of Musical Audio Using Bayesian Harmonic Models.
IEEE Trans. Audio, Speech & Language Processing, 2007

Oracle estimators for the benchmarking of source separation algorithms.
Signal Processing, 2007

First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Complex Nonconvex l p Norm Minimization for Underdetermined Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Blind Source Separation using Space-Time Independent Component Analysis.
Proceedings of the Blind Speech Separation, 2007

2006
Performance measurement in blind audio source separation.
IEEE Trans. Audio, Speech & Language Processing, 2006

Musical source separation using time-frequency source priors.
IEEE Trans. Audio, Speech & Language Processing, 2006

Single-Channel Mixture Decomposition Using Bayesian Harmonic Models.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview.
Proceedings of the ISMIR 2005, 2005

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).
PhD thesis, 2004

Instrument identification in solo and ensemble music using Independent Subspace Analysis.
Proceedings of the ISMIR 2004, 2004

Music Transcription with ISA and HMM.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Underdetermined Source Separation with Structured Source Priors.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004


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