Emmanuel Vincent
Orcid: 0000-0002-0183-7289Affiliations:
- Inria Nancy - Grand Est, Villers-lès-Nancy, France
According to our database1,
Emmanuel Vincent
authored at least 199 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Comput. Speech Lang., January, 2024
Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications.
CoRR, 2024
2023
Proc. Priv. Enhancing Technol., January, 2023
Neural Networks, January, 2023
End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data.
CoRR, 2023
Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS.
CoRR, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
2022
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Dagstuhl Reports, 2022
Comput. Speech Lang., 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022
Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022
On The Impact of Normalization Strategies in Unsupervised Adversarial Domain Adaptation for Acoustic Scene Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the Machine Learning with Symbolic Methods and Knowledge Graphs co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings.
CoRR, 2020
Comput. Music. J., 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Speech Commun., 2019
CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings.
IEEE J. Sel. Top. Signal Process., 2019
CoRR, 2019
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019
Proceedings of the Interspeech 2019, 2019
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders.
Proceedings of the Interspeech 2019, 2019
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
Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 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.
Comput. Speech Lang., 2018
Comput. Music. J., 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
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Estimating the Structural Segmentation of Popular Music Pieces Under Regularity Constraints.
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
An analysis of environment, microphone and data simulation mismatches in robust speech recognition.
Comput. Speech Lang., 2017
A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions.
Comput. Speech Lang., 2017
The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes.
Comput. Speech Lang., 2017
Comput. Speech Lang., 2017
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
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
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017
2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
A study of speech distortion conditions in real scenarios for speech processing applications.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016
2015
Blind Suppression of Nonstationary Diffuse Acoustic Noise Based on Spatial Covariance Matrix Decomposition.
J. Signal Process. Syst., 2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
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
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
IEEE Trans. Signal Process., 2014
Genre-Based Music Language Modeling with Latent Hierarchical Pitman-Yor Process Allocation.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound.
IEEE Signal Process. Mag., 2014
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
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Trans. Speech Audio Process., 2013
IEEE Signal Process. Lett., 2013
Spatial location priors for Gaussian model based reverberant audio source separation.
EURASIP J. Adv. Signal Process., 2013
Comput. Speech Lang., 2013
Comput. Speech Lang., 2013
Comput. Speech Lang., 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
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
The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
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. Speech Audio Process., 2012
The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges.
Signal Process., 2012
Multi-source TDOA estimation in reverberant audio using angular spectra and clustering.
Signal Process., 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
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
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
IEEE Trans. Speech Audio Process., 2011
Polyphonic Pitch Estimation and Instrument Identification by Joint Modeling of Sustained and Attack Sounds.
IEEE J. Sel. Top. Signal Process., 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
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
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
IEEE Trans. Speech Audio Process., 2010
Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation.
IEEE Trans. Speech Audio Process., 2010
Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model.
IEEE Trans. Speech Audio Process., 2010
Enforcing Harmonicity and Smoothness in Bayesian Non-Negative Matrix Factorization Applied to Polyphonic Music Transcription.
IEEE Trans. Speech Audio Process., 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
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
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
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
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
Proceedings of the Advances in Nonlinear Speech Processing, 2009
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
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
IEEE Trans. Speech Audio Process., 2008
Efficient Bayesian inference for harmonic models via adaptive posterior factorization.
Neurocomputing, 2008
Neurocomputing, 2008
Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
IEEE Trans. Speech Audio Process., 2007
Signal Process., 2007
First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Complex Nonconvex <i>l</i> <sub> <i>p</i> </sub> Norm Minimization for Underdetermined Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Blind Speech Separation, 2007
2006
IEEE Trans. Speech Audio Process., 2006
IEEE Trans. Speech Audio Process., 2006
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
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004