Gaël Richard

发表

Variational Bayesian model averaging for audio source separation

Emmanuel Vincent, Xabier Jaureguiberry, Gaël Richard, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

Acoustic scene classification with matrix factorization for unsupervised feature learning

Gaël Richard, Victor Bisot, Romain Serizel, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification

Gaël Richard, Romain Serizel, Slim Essid, 2016, ICASSP 2016.

Introducing a simple fusion framework for audio source separation

Emmanuel Vincent, Xabier Jaureguiberry, Gaël Richard, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Multimodal classification of dance movements using body joint trajectories and step sounds

Gaël Richard, Slim Essid, Aymeric Masurelle, 2013, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

Iterative algorithms for multichannel equalization in sound reproduction systems

Gaël Richard, Yves Grenier, Mathieu Franck Guillaume, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Alignment kernels for audio classification with application to music instrument recognition

Gaël Richard, Slim Essid, Cyril Joder, 2008, 2008 16th European Signal Processing Conference.

Multipitch estimation using a PLCA-based model: Impact of partial user annotation

Gaël Richard, Camila de Andrade Scatolini, Benoit Fuentes, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Melody Extraction from Polyphonic Music Signals Melody Extraction from Polyphonic Music Signals

Daniel P. W. Ellis, Emilia Gómez, Gaël Richard, 2014 .

Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo

Eric Moulines, Roland Badeau, Alain Durmus, 2016, NIPS.

A STUDY OF TEMPO TRACKING ALGORITHMS FROM POLYPHONIC MUSIC SIGNALS

Miguel A. Alonso, Gaël Richard, Bertrand David, 2003 .

Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment

Gaël Richard, Slim Essid, Cyril Joder, 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

De la construction du corpus émotionnel au système de détection. Le point de vue applicatif de la surveillance dans les lieux publics

Chloé Clavel, Gaël Richard, Laurence Devillers, 2006, Rev. d'Intelligence Artif..

Probabilistic model for main melody extraction using Constant-Q transform

Antoine Liutkus, Roland Badeau, Gaël Richard, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Low Mach number flow through a constricted, stylized vocal tract

James L. Flanagan, Gaël Richard, Scott Slimon, 1996 .

Drum Track Transcription of Polyphonic Music Using Noise Subspace Projection

Gaël Richard, Olivier Gillet, G. Richard, 2005, ISMIR.

Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions

Nicolas Sturmel, Antoine Liutkus, Roland Badeau, 2012 .

Groove2Groove: One-Shot Music Style Transfer With Supervision From Synthetic Data

Gaël Richard, Ondřej Cífka, Umut Şimşekli, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms

Gaël Richard, Benoit Fuentes, Umut Şimşekli, 2020, NILM@SenSys.

Fusion Methods for Speech Enhancement and Audio Source Separation

Emmanuel Vincent, Xabier Jaureguiberry, Gaël Richard, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise

Gaël Richard, Umut Simsekli, Mert Gürbüzbalaban, 2019, NeurIPS.

Template Adaptation for Improving Automatic Music Transcription

Tillman Weyde, Roland Badeau, Gaël Richard, 2014, ISMIR.

A conditional random field viewpoint of symbolic audio-to-score matching

Gaël Richard, Slim Essid, Cyril Joder, 2010, ACM Multimedia.

Should we consider the users in contextual music auto-tagging models?

Gaël Richard, Elena V. Epure, Geoffroy Peeters, 2020, ISMIR.

Informed audio source separation: A comparative study

Nicolas Sturmel, Antoine Liutkus, Roland Badeau, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

An Extended Audio Fingerprint Method with Capabilities for Similar Music Detection

Gaël Richard, Yves Grenier, Sébastien Fenet, 2013, ISMIR.

Multiclass Feature Selection With Kernel Gram-Matrix-Based Criteria

Gaël Richard, Bertrand David, Mathieu Ramona, 2012, IEEE Transactions on Neural Networks and Learning Systems.

High-resolution spectral analysis of mixtures of complex exponentials modulated by polynomials

Roland Badeau, Gaël Richard, Bertrand David, 2006, IEEE Transactions on Signal Processing.

Review and Discussion on Classical STFT-based Frequency Estimators

Bertrand David, Gaël Richard, Patrice Collen, 2006 .

Does Dereverberation Help Multichannel Source Separation

Gaël Richard, Yves Grenier, Ivan Bourmeyster, 2013 .

Formant shifting for speech intelligibility improvement in car noise environment

Gaël Richard, Bertrand David, Karan Nathwani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals

Roland Badeau, Gaël Richard, Bertrand David, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence

Gaël Richard, Romain Serizel, Slim Essid, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Informed Source Separation Using Latent Components

Antoine Liutkus, Roland Badeau, Gaël Richard, 2010, LVA/ICA.

Overlapping sound event detection with supervised Nonnegative Matrix Factorization

Gaël Richard, Victor Bisot, Slim Essid, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Student's t Source and Mixing Models for Multichannel Audio Source Separation

Roland Badeau, Gaël Richard, Simon Leglaive, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

An overview of informed audio source separation

Antoine Liutkus, Gaël Richard, Laurent Daudet, 2013, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

Fusion Methods for Audio Source Separation

Xabier Jaureguiberry, Gaël Richard, Emmanuel Vincent, 2014 .

On the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks pdf

Gaël Richard, Levent Sagun, Umut Simsekli, 2019, ArXiv.

Voice mimic system using an articulatory codebook for estimation of vocal tract shape

James L. Flanagan, Gaël Richard, Daniel J. Sinder, 1997, EUROSPEECH.

Entropy-constrained quantization of exponentially damped sinusoids parameters

Roland Badeau, Gaël Richard, Olivier Derrien, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Matching pursuit in adaptive dictionaries for scalable audio coding

Gaël Richard, Laurent Daudet, Emmanuel Ravelli, 2008, 2008 16th European Signal Processing Conference.

Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows

Gaël Richard, Slim Essid, Jean Carrive, 2010, 2010 IEEE International Conference on Image Processing.

Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events

Patrick Pérez, Gaël Richard, Slim Essid, 2018, CVPR Workshops.

Melody Extraction from Polyphonic Music Signals

Gaël Richard, G. Richard, 2014 .

A Scalable Audio Fingerprint Method with Robustness to Pitch-Shifting

Gaël Richard, Yves Grenier, Sébastien Fenet, 2011, ISMIR.

A Musically Motivated Mid-Level Representation for Pitch Estimation and Musical Audio Source Separation

Gaël Richard, Bertrand David, Jean-Louis Durrieu, 2011, IEEE Journal of Selected Topics in Signal Processing.

Main instrument separation from stereophonic audio signals using a source/filter model

Gaël Richard, Bertrand David, Alexey Ozerov, 2009, 2009 17th European Signal Processing Conference.

Adaptive filtering for music/voice separation exploiting the repeating musical structure

Antoine Liutkus, Roland Badeau, Bryan Pardo, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Blind Harmonic Adaptive Decomposition applied to supervised source separation

Roland Badeau, Gaël Richard, Benoit Fuentes, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach

Antoine Liutkus, Roland Badeau, Gaël Richard, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

HOG and subband power distribution image features for acoustic scene classification

Gaël Richard, Victor Bisot, Slim Essid, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

A multi-modal dance corpus for research into real-time interaction between humans in online virtual environments

Petros Daras, Gaël Richard, Georgios Kordelas, 2011 .

On the Usefulness of Differentiated Transient/Steady-state Processing in Machine Recognition of Musical Instruments

Gaël Richard, Laurent Daudet, Pierre Leveau, 2005 .

Controlling the convergence rate to help parameter estimation in a PLCA-based model

Roland Badeau, Gaël Richard, Benoit Fuentes, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement

Antoine Liutkus, Roland Badeau, Gaël Richard, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Geometric-based reverberator using acoustic rendering networks

Gaël Richard, Laurent Daudet, Hequn Bai, 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Etiquetage automatique de l'audio : une approche de boosting régressif basée sur une fusion souple d'annotateurs

Mathieu Lagrange, Gaël Richard, Remi Foucard, 2013 .

A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings pdf

Gaël Richard, Benoit Fuentes, Umut Simsekli, 2018, Energy and Buildings.

Extracting note onsets from musical recordings

Miguel A. Alonso, Gaël Richard, Bertrand David, 2005, 2005 IEEE International Conference on Multimedia and Expo.

Confidence-based Weighted Loss for Multi-label Classification with Missing Labels

Gaël Richard, Elena V. Epure, Geoffroy Peeters, 2020, ICMR.

DReaM: A Novel System for Joint Source Separation and Multi-Track Coding

Nicolas Sturmel, Antoine Liutkus, Roland Badeau, 2012 .

Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization

Roland Badeau, Gaël Richard, Simon Leglaive, 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

An audio-driven virtual dance-teaching assistant

Gaël Richard, Slim Essid, Yves Grenier, 2011, ACM Multimedia.

Sliding window orthonormal PAST algorithm

Roland Badeau, Karim Abed-Meraim, Gaël Richard, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Automatic transcription of drum loops

Gaël Richard, Olivier Gillet, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Mid-level sparse representations for timbre identification: design of an instrument-specific harmonic dictionary

Gaël Richard, Laurent Daudet, Pierre Leveau, 2006 .

Guiding audio source separation by video object information

Patrick Pérez, Gaël Richard, Slim Essid, 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Machine listening techniques as a complement to video image analysis in forensics

Gaël Richard, Victor Bisot, Romain Serizel, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Greedy sparse decompositions: a comparative

Przemyslaw Dymarski, Gaël Richard, Nicolas Moreau, 2011 .

Signal Processing for Music Analysis

Daniel P. W. Ellis, Anssi Klapuri, Meinard Müller, 2011, IEEE Journal of Selected Topics in Signal Processing.

Automatic Generation of Lead Sheets from Polyphonic Music Signals

Thomas Sikora, Gaël Richard, Jean-Louis Durrieu, 2009, ISMIR.

Applying Source Separation to Music

Bryan Pardo, Gaël Richard, Zhiyao Duan, 2018, Audio Source Separation and Speech Enhancement.

Yet another subspace tracker

Roland Badeau, Gaël Richard, Bertrand David, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC

Roland Badeau, Ali Taylan Cemgil, Gaël Richard, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Exploring new features for music classification

Mathieu Lagrange, Gaël Richard, Slim Essid, 2013, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

Coding-based Informed Source Separation:

Antoine Liutkus, Roland Badeau, Gaël Richard, 2013 .

Accurate tempo estimation based on harmonic + noise decomposition

Miguel A. Alonso, Gaël Richard, Bertrand David, 2007, EURASIP J. Adv. Signal Process..

Methodology and Tools for the evaluation of automatic onset detection algorithms in music

Gaël Richard, Laurent Daudet, Pierre Leveau, 2004, ISMIR.

Low bitrate informed source separation of realistic mixtures

Antoine Liutkus, Roland Badeau, Gaël Richard, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Automatic Labelling of Tabla Signals

Gaël Richard, Olivier Gillet, G. Richard, 2003 .

Informed source separation through spectrogram coding and data embedding

Antoine Liutkus, Roland Badeau, Laurent Girin, 2012, Signal Process..

The speechdat-car multilingual speech databases for in-car applications: some first validation results

Gaël Richard, Jérôme Boudy, Asunción Moreno, 1999, EUROSPEECH.

Tempo Estimation for Audio Recordings

Miguel A. Alonso, Gaël Richard, Bertrand David, 2007 .

Using Temporal Association Rules for the Synthesis of Embodied Conversational Agents with a Specific Stance

Chloé Clavel, Gaël Richard, Kevin Bailly, 2016, IVA.

Audio-Based Detection of Explicit Content in Music

Gaël Richard, Romain Hennequin, Manuel Moussallam, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Overview on Perceptually Motivated Audio Indexing and Classification

Shrikanth S. Narayanan, Gaël Richard, Shiva Sundaram, 2013, Proceedings of the IEEE.

Automatic labeling of tabla signals

Gaël Richard, Olivier Gillet, 2003, ISMIR.

Events Detection for an Audio-Based Surveillance System

Chloé Clavel, Gaël Richard, Thibaut Ehrette, 2005, 2005 IEEE International Conference on Multimedia and Expo.

Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity

Mathieu Lagrange, Roland Badeau, Gaël Richard, 2010, Pattern Recognit. Lett..

Learning Optimal Features for Polyphonic Audio-to-Score Alignment

Gaël Richard, Slim Essid, Cyril Joder, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Fast approximated power iteration subspace tracking

Roland Badeau, Gaël Richard, Bertrand David, 2005, IEEE Transactions on Signal Processing.

A multimodal approach to initialisation for top-down speaker diarization of television shows

Nicholas W. D. Evans, Gaël Richard, Slim Essid, 2010, 2010 18th European Signal Processing Conference.

Mathieu Lagrange, Roland Badeau, Gaël Richard, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Selecting the modeling order for the ESPRIT high resolution method: an alternative approach

Roland Badeau, Gaël Richard, Bertrand David, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Estimation of Frequency for AM/FM Models Using the Phase Vocoder Framework

Gaël Richard, Patrice Collen, Bertrand David, 2008, IEEE Transactions on Signal Processing.

Genre Specific Dictionaries for Harmonic/Percussive Source Separation

Gaël Richard, Matthieu Kowalski, Hélène Papadopoulos, 2016, ISMIR.

Machine Learning Techniques for Multimedia Analysis

Benoit Huet, Gaël Richard, Slim Essid, 2011, Multimedia Semantics.

Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech

Roland Badeau, Gaël Richard, Kilian Schulze-Forster, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Acoustic Features for Environmental Sound Analysis

Gaël Richard, Victor Bisot, Romain Serizel, 2018 .

Fusion multi-niveaux par boosting pour le tagging automatique

Mathieu Lagrange, Gaël Richard, Slim Essid, 2013 .

Synthetic dataset generation for non-intrusive load monitoring in commercial buildings

Gaël Richard, Benoit Fuentes, Umut Simsekli, 2017, BuildSys@SenSys.

SpeechDat-Car: Towards a collection of speech databases for automotive environments

Antonio Bonafonte, Jerome Boudy, Gaël Richard, 1999 .

Audio Signal Representations for Indexing in the Transform Domain

Gaël Richard, Laurent Daudet, Emmanuel Ravelli, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

Matching Pursuits with random sequential subdictionaries

Gaël Richard, Laurent Daudet, Manuel Moussallam, 2011, Signal Process..

Recognition of Acoustic Emotion

Chloé Clavel, Gaël Richard, G. Richard, 2013, Emotion-Oriented Systems.

Union of MDCT Bases for Audio Coding

Gaël Richard, Laurent Daudet, Emmanuel Ravelli, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Stochastic Quasi-Newton Langevin Monte Carlo

Roland Badeau, Ali Taylan Cemgil, Gaël Richard, 2016, ICML.

A new quantization optimization algorithm for the MPEG advanced audio coder using a statistical subband model of the quantization noise

Pierre Duhamel, Gaël Richard, Maurice Charbit, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

AUDIO SIGNAL REPRESENTATIONS FOR FACTORIZATION IN THE SPARSE DOMAIN

Gaël Richard, Laurent Daudet, Manuel Moussallam, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

CramÉr–Rao Bounds for Multiple Poles and Coefficients of Quasi-Polynomials in Colored Noise

Roland Badeau, Gaël Richard, Bertrand David, 2008, IEEE Transactions on Signal Processing.

Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision

Patrick Pérez, Gaël Richard, Slim Essid, 2018, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Robust frequency-based Audio Fingerprinting

Gaël Richard, Elsa Dupraz, G. Richard, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

TPT-Dance&Actions : un corpus multimodal d'activités humaines

Gaël Richard, Slim Essid, Aymeric Masurelle, 2016, Traitement du Signal.

Introduction to the Special Issue on Music Signal Processing

Daniel P. W. Ellis, Anssi Klapuri, Meinard Müller, 2011, IEEE J. Sel. Top. Signal Process..

Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA

Roland Badeau, Gaël Richard, Benoit Fuentes, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A probabilistic approach to simultaneous extraction of beats and downbeats

Thomas Fillon, Maurizio Omologo, Gaël Richard, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Hierarchical Classification of Musical Instruments on Solo Recordings

Gaël Richard, Slim Essid, Bertrand David, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Incorporating prior knowledge on the digital media creation process into audio classifiers

Thomas Sikora, Gaël Richard, Martin Haller, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Etude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale

Gaël Richard, Slim Essid, Cyril Joder, 2009 .

Multichannel Audio Source Separation With Probabilistic Reverberation Priors

Roland Badeau, Gaël Richard, Simon Leglaive, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Instrument-Specific Harmonic Atoms for Mid-Level Music Representation

Emmanuel Vincent, Gaël Richard, Laurent Daudet, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Weakly Supervised Representation Learning for Audio-Visual Scene Analysis

Gaël Richard, Slim Essid, Sanjeel Parekh, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A New Model-Based Algorithm for Optimizing the MPEG-AAC in MS-Stereo

Gaël Richard, Olivier Derrien, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Leveraging deep neural networks with nonnegative representations for improved environmental sound classification

Gaël Richard, Victor Bisot, Romain Serizel, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals

Gaël Richard, Bertrand David, Cédric Févotte, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges

Daniel P. W. Ellis, Emilia Gómez, Gaël Richard, 2014, IEEE Signal Processing Magazine.

Robust Downbeat Tracking Using an Ensemble of Convolutional Networks

Gaël Richard, Juan Pablo Bello, Bertrand David, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation

Olivier Buisson, Gaël Richard, Slim Essid, 2011, Semantic Audio.

Reassigned time-frequency representations of discrete time signals and application to the Constant-Q Transform

Roland Badeau, Gaël Richard, Sébastien Fenet, 2017, Signal Process..

Fear-type emotion recognition for future audio-based surveillance systems

Chloé Clavel, Gaël Richard, Laurence Devillers, 2008, Speech Commun..

Speech intelligibility improvement in car noise environment by voice transformation

Gaël Richard, Bertrand David, Karan Nathwani, 2017, Speech Commun..

Vocal detection in music with support vector machines

Gaël Richard, Bertrand David, Mathieu Ramona, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Comparison of different strategies for a SVM-based audio segmentation

Gaël Richard, Mathieu Ramona, G. Richard, 2009, 2009 17th European Signal Processing Conference.

Multiple-order non-negative matrix factorization for speech enhancement

Emmanuel Vincent, Xabier Jaureguiberry, Gaël Richard, 2014, INTERSPEECH.

Motion informed audio source separation

Patrick Pérez, Gaël Richard, Slim Essid, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Singer melody extraction in polyphonic signals using source separation methods

Gaël Richard, Bertrand David, Jean-Louis Durrieu, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Adaptive ESPRIT algorithm based on the PAST subspace tracker

Roland Badeau, Gaël Richard, Bertrand David, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Conjugate Gradient Algorithms for Minor Subspace Analysis

Roland Badeau, Gaël Richard, Bertrand David, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

SpeechDat-car: speech databases for voice driven teleservices and control of in-car applications

Gaël Richard, Asunción Moreno, H. van den Heuvel, 1999 .

Neutral to Lombard Speech Conversion with Deep Learning

Gaël Richard, Sebastien Denjean, Bertrand David, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An iterative approach to monaural musical mixture de-soloing

Gaël Richard, Bertrand David, Jean-Louis Durrieu, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization

Eric Moulines, Roland Badeau, Ali Taylan Cemgil, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multichannel audio source separation with probabilistic reverberation modeling

Roland Badeau, Gaël Richard, Simon Leglaive, 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Tempo And Beat Estimation Of Musical Signals

Miguel A. Alonso, Gaël Richard, Bertrand David, 2004, ISMIR.

Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification

Gaël Richard, Romain Serizel, Slim Essid, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Musical instrument recognition by pairwise classification strategies

Gaël Richard, Slim Essid, Bertrand David, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Inferring Efficient Hierarchical Taxonomies for MIR Tasks: Application to Musical Instruments

Gaël Richard, Slim Essid, Bertrand David, 2005, ISMIR.

Supervised and Unsupervised Sequence Modelling for Drum Transcription

Gaël Richard, Olivier Gillet, 2007, ISMIR.

Learning to Rank Music Tracks Using Triplet Loss

Gaël Richard, Geoffroy Peeters, Laure Pretet, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-blind student's t source separation for multichannel audio convolutive mixtures

Roland Badeau, Gaël Richard, Simon Leglaive, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Règles d'associations temporelles de signaux sociaux pour la synthèse d'agents conversationnels animés. Application aux attitudes sociales

Chloé Clavel, Gaël Richard, Kevin Bailly, 2017, Rev. d'Intelligence Artif..

Enhancing downbeat detection when facing different music styles

Gaël Richard, Bertrand David, Simon Durand, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

YAAFE, an Easy to Use and Efficient Audio Feature Extraction Software

Thomas Fillon, Gaël Richard, Jacques Prado, 2010, ISMIR.

Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration

Ali Taylan Cemgil, Gaël Richard, Umut Şimşekli, 2018, IEEE Signal Processing Letters.

ENST-Drums: an extensive audio-visual database for drum signals processing

Gaël Richard, Olivier Gillet, 2006, ISMIR.

Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark

Roland Badeau, Gaël Richard, Nancy Bertin, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Multi modal verification for teleservices and security applications (M2VTS)

Anastasios Tefas, Ioannis Pitas, Steven Pigeon, 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

Downbeat tracking with multiple features and deep neural networks

Gaël Richard, Juan Pablo Bello, Bertrand David, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A regressive boosting approach to automatic audio tagging based on soft annotator fusion

Mathieu Lagrange, Gaël Richard, Slim Essid, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Temporal Integration for Audio Classification With Application to Musical Instrument Classification

Gaël Richard, Slim Essid, Cyril Joder, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification

Gaël Richard, Victor Bisot, Romain Serizel, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification

Gaël Richard, Victor Bisot, Romain Serizel, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Audio source separation informed by redundancy with greedy multiscale decompositions

Gaël Richard, Laurent Daudet, Manuel Moussallam, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Gaussian Processes for Underdetermined Source Separation

Antoine Liutkus, Roland Badeau, Gaël Richard, 2011, IEEE Transactions on Signal Processing.

Random time-frequency subdictionary design for sparse representations with greedy algorithms

Gaël Richard, Laurent Daudet, Manuel Moussallam, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Feature Extraction for Multimedia Analysis

Benoit Huet, Gaël Richard, Slim Essid, 2011, Multimedia Semantics.

INFORMED AUDIO SOURCE SEPARATION

Gaël Richard, Ngoc Q. K. Duong, A. Ozerov, 2017 .

coding processes of decoding and transcoding

Gaël Richard, Philip Lockwood, Carlo Murgia, 1999 .

Detection and Analysis of Abnormal Situations Through Fear-Type Acoustic Manifestations

Chloé Clavel, Gaël Richard, Laurence Devillers, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

An EDS modelling tool for tracking and modifying musical signals

Roland Badeau, Gaël Richard, Bertrand David, 2003 .

How sparsely can a signal be approximated while keeping its class identity?

Thomas Fillon, Gaël Richard, Laurent Daudet, 2010, MML '10.

Instrument recognition in polyphonic music based on automatic taxonomies

Gaël Richard, Slim Essid, Bertrand David, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Fast and Stable YAST Algorithm for Principal and Minor Subspace Tracking

Roland Badeau, Gaël Richard, Bertrand David, 2008, IEEE Transactions on Signal Processing.

Speech Intelligibility Enhancement by Equalization for in-Car Applications

Gaël Richard, Sebastien Denjean, Bertrand David, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Weakly Informed Audio Source Separation

Roland Badeau, Gaël Richard, Clement S. J. Doire, 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Musical tempo estimation using noise subspace projections

Miguel A. Alonso, Roland Badeau, Gaël Richard, 2003, 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (IEEE Cat. No.03TH8684).

Drum Loops Retrieval from Spoken Queries

Gaël Richard, Olivier Gillet, 2005, Journal of Intelligent Information Systems.

Multi-scale temporal fusion by boosting for music classification

Mathieu Lagrange, Gaël Richard, Slim Essid, 2011, ISMIR.

Mathieu Lagrange, Gaël Richard, Rémi Foucard, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Spatial coding-based Informed Source Separation

Antoine Liutkus, Roland Badeau, Gaël Richard, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Supervised Symbolic Music Style Translation Using Synthetic Data

Gaël Richard, Umut Simsekli, Ondrej Cífka, 2019, ISMIR.

ON AUDIO , SPEECH , AND LANGUAGE PROCESSING 1 Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription

Roland Badeau, Gaël Richard, Benoit Fuentes, 2013 .

EEG-Based Decoding of Auditory Attention to a Target Instrument in Polyphonic Music

Gaël Richard, Slim Essid, Giorgia Cantisani, 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks

Gaël Richard, Laurent Daudet, Hequn Bai, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Greedy sparse decompositions: a comparative study

Przemyslaw Dymarski, Gaël Richard, Nicolas Moreau, 2011, EURASIP J. Adv. Signal Process..

Fear-type emotions of the SAFE Corpus: annotation issues

Chloé Clavel, Gaël Richard, Laurence Devillers, 2006, LREC.

Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition

Björn W. Schuller, Florian Eyben, Gaël Richard, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

coding processes of decoding and audio transcoding

Gaël Richard, Philip Lockwood, Carlo Murgia, 1999 .

Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes

Gaël Richard, Slim Essid, Aymeric Masurelle, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Autoregressive moving average modeling of late reverberation in the frequency domain

Roland Badeau, Gaël Richard, Simon Leglaive, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)

Daniel P. W. Ellis, Mark D. Plumbley, Gaël Richard, 2016 .

Musical instrument recognition based on class pairwise feature selection

Gaël Richard, Slim Essid, Bertrand David, 2004, ISMIR.

An Interactive System for Electro-Acoustic Music Analysis

Olivier Buisson, Gaël Richard, Slim Essid, 2011, ISMIR.

SPEECHDAT-CAR. A Large Speech Database for Automotive Environments

Khalid Choukri, Gaël Richard, Christoph Draxler, 2000, LREC.

Instrument recognition in polyphonic music

Gaël Richard, Slim Essid, Bertrand David, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Single channel reverberation suppression based on sparse linear prediction

Gaël Richard, Yves Grenier, Ivan Bourmeyster, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Numerical simulations of fluid flow in the vocal tract

Stephen E. Levinson, James L. Flanagan, Gaël Richard, 1995, EUROSPEECH.

Sliding window adaptive SVD algorithms

Roland Badeau, Gaël Richard, Bertrand David, 2004, IEEE Transactions on Signal Processing.

A structured nonnegative matrix factorization for source separation

Gaël Richard, Matthieu Kowalski, Hélène Papadopoulos, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Musical Instrument Recognition using Wavelet Coefficient Histograms

Gaël Richard, Slim Essid, C. Simmermacher, 2016 .

On the Correlation of Automatic Audio and Visual Segmentations of Music Videos

Gaël Richard, Slim Essid, Olivier Gillet, 2007, IEEE Transactions on Circuits and Systems for Video Technology.

Automatic transcription of drum sequences using audiovisual features

Gaël Richard, Olivier Gillet, G. Richard, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Indexation des signaux audiofréquences : vue d'ensemble

Gaël Richard, 2005 .

Comparing Audio and Video Segmentations for Music Videos Indexing

Gaël Richard, Olivier Gillet, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

A comparative study of tonal acoustic features for a symbolic level music-to-score alignment

Gaël Richard, Slim Essid, Cyril Joder, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Transcription and Separation of Drum Signals From Polyphonic Music

Gaël Richard, Olivier Gillet, G. Richard, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

A new perturbation analysis for signal enumeration in rotational invariance techniques

Roland Badeau, Gaël Richard, Bertrand David, 2006, IEEE Transactions on Signal Processing.

Audio-Based Auto-Tagging With Contextual Tags for Music

Gaël Richard, Elena V. Epure, Geoffroy Peeters, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Blind Denoising with Random Greedy Pursuits

Gaël Richard, Laurent Daudet, Manuel Moussallam, 2014, IEEE Signal Processing Letters.

Feature adapted convolutional neural networks for downbeat tracking

Gaël Richard, Juan Pablo Bello, Bertrand David, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution

Gaël Richard, Matthieu Kowalski, Hélène Papadopoulos, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Modeling early reflections of room impulse responses using a radiance transfer method

Gaël Richard, Laurent Daudet, Hequn Bai, 2013, 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

Tutorial on multimedia music signal processing

Gaël Richard, 2011, MM '11.

Alpha-stable multichannel audio source separation

Antoine Liutkus, Roland Badeau, Gaël Richard, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Performance of ESPRIT for Estimating Mixtures of Complex Exponentials Modulated by Polynomials

Roland Badeau, Gaël Richard, Bertrand David, 2007, IEEE Transactions on Signal Processing.

Nonnegative Feature Learning Methods for Acoustic Scene Classification

Gaël Richard, Victor Bisot, Romain Serizel, 2017 .

Fast MIR in a Sparse Transform Domain

Gaël Richard, Laurent Daudet, Emmanuel Ravelli, 2008, ISMIR.

Compensating for variable recording conditions in frontal face authentication algorithms

Anastasios Tefas, Ioannis Pitas, Constantine Kotropoulos, 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

A framework for fingerprint-based detection of repeating objects in multimedia streams

Gaël Richard, Yves Grenier, Laurent Daudet, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

The POTUS Corpus, a Database of Weekly Addresses for the Study of Stance in Politics and Virtual Agents

Chloé Clavel, Gaël Richard, Thomas Janssoone, 2020, LREC.

Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations

Roland Badeau, Gaël Richard, Simon Leglaive, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Informed source separation: Source coding meets source separation

Antoine Liutkus, Roland Badeau, Gaël Richard, 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Yast Algorithm for Minor Subspace Tracking

Roland Badeau, Gaël Richard, Bertrand David, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

On the robustness of audio features for musical instrument classification

Thomas Sikora, Gaël Richard, Martin Haller, 2008, 2008 16th European Signal Processing Conference.

Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment

Gaël Richard, Slim Essid, Cyril Joder, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Musical instrument recognition on solo performances

Gaël Richard, Slim Essid, Bertrand David, 2004, 2004 12th European Signal Processing Conference.

Introduction to the Special Section on Sound Scene and Event Analysis

Hervé Glotin, Gaël Richard, Juan Pablo Bello, 2017, TASLP.

Does dereverberation help multichannel source separation? A case study

Gaël Richard, Yves Grenier, Ivan Bourmeyster, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams

Gaël Richard, Slim Essid, Mathieu Ramona, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization

Gaël Richard, Umut Simsekli, Thanh Huy Nguyen, 2019, ICML.

Frequency estimation based on adjacent DFT bins

Gaël Richard, Patrice Collen, Michaël Betser, 2006, 2006 14th European Signal Processing Conference.

Parametric Audio Coding With Exponentially Damped Sinusoids

Roland Badeau, Gaël Richard, Olivier Derrien, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Hybrid Projective Nonnegative Matrix Factorization With Drum Dictionaries for Harmonic/Percussive Source Separation

Gaël Richard, Matthieu Kowalski, Hélène Papadopoulos, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation

Gaël Richard, Clement S. J. Doire, Kilian Schulze-Forster, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Self-Supervised VQ-VAE for One-Shot Music Style Transfer

Gaël Richard, Alexey Ozerov, Umut Simsekli, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

The Words Remain the Same: Cover Detection with Lyrics Transcription

Gaël Richard, Romain Hennequin, Manuel Moussallam, 2021, ISMIR.

Neuro-Steered Music Source Separation With EEG-Based Auditory Attention Decoding And Contrastive-NMF

Gaël Richard, Slim Essid, Giorgia Cantisani, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Damped sinusoids and subspace based approach for lossy audio coding

Roland Badeau, Gaël Richard, Olivier Derrien, 2008 .

Open‐loop acoustic‐to‐articulatory mapping

James L. Flanagan, Gaël Richard, Qiguang Lin, 1995 .

Fast Approximated Power Iteration

Roland Badeau, Gaël Richard, Bertrand David, 2005 .

Sintrack analysis for tracking components of musical signals

Roland Badeau, Gaël Richard, Bertrand David, 2002 .

Articulatory based low bit‐rate speech coding

James L. Flanagan, Gaël Richard, Samir Chennoukh, 1997 .

Fast and Stable YAST Algorithm for Principal and

Roland Badeau, Gaël Richard, Bertrand David, 2008 .