Roland Badeau

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 67

Top Venues

Publications

Kilian Schulze-Forster, Gaël Richard, Liam Kelley, Clement S. J. Doire, Roland Badeau
Unsupervised Music Source Separation Using Differentiable Parametric Source Models. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
Unsupervised Audio Source Separation Using Differentiable Parametric Source Models. CoRR (2022)
Julian Neri, Roland Badeau, Philippe Depalle
Unsupervised Blind Source Separation with Variational Auto-Encoders. EUSIPCO (2021)
Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Achille Aknin, Roland Badeau
Stochastic Reverberation Model with a Frequency Dependent Attenuation. WASPAA (2021)
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. NeurIPS (2021)
Julian Neri, Philippe Depalle, Roland Badeau
Damped Chirp Mixture Estimation Via Nonlinear Bayesian Regression. DAFx (2021)
Julian Neri, Philippe Depalle, Roland Badeau
Approximate Inference and Learning of State Space Models With Laplace Noise. IEEE Trans. Signal Process. 69 (2021)
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. CoRR (2021)
Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech. ICASSP (2020)
Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Simsekli
Approximate Bayesian Computation with the Sliced-Wasserstein Distance. ICASSP (2020)
Julian Neri, Roland Badeau, Philippe Depalle
Probabilistic Filter and Smoother for Variational Inference of Bayesian Linear Dynamical Systems. ICASSP (2020)
Julian Neri, Philippe Depalle, Roland Badeau
Laplace State Space Filter with Exact Inference and Moment Matching. ICASSP (2020)
Mathieu Fontaine, Roland Badeau, Antoine Liutkus
Separation of alpha-stable random vectors. Signal Process. 170 (2020)
Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance. CoRR (2019)
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
Generalized Sliced Wasserstein Distances. NeurIPS (2019)
Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO (2019)
Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
Weakly Informed Audio Source Separation. WASPAA (2019)
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
Generalized Sliced Wasserstein Distances. CoRR (2019)
Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance. NeurIPS (2019)
Roland Badeau
Unified Stochastic Reverberation Modeling. EUSIPCO (2018)
Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP (2018)
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA (2018)
Simon Leglaive, Roland Badeau, Gaël Richard
Student's t Source and Mixing Models for Multichannel Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne
Training and compensation of class-conditioned NMF bases for speech enhancement. Neurocomputing 284 (2018)
Paul Magron, Roland Badeau, Bertrand David
Model-Based STFT Phase Recovery for Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Paul Magron, Roland Badeau, Bertrand David
Phase-dependent anisotropic Gaussian model for audio source separation. ICASSP (2017)
Sébastien Fenet, Roland Badeau, Gaël Richard
Reassigned time-frequency representations of discrete time signals and application to the Constant-Q Transform. Signal Process. 132 (2017)
Yousra Bekhti, Roland Badeau, Alexandre Gramfort
Hyperparameter estimation in maximum a posteriori regression using group sparsity with an application to brain imaging. EUSIPCO (2017)
Laurent Girin, Roland Badeau
On the Use of Latent Mixing Filters in Audio Source Separation. LVA/ICA (2017)
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
Amplitude and phase dereverberation of harmonic signals. WASPAA (2017)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Scalable source localization with multichannel α-stable distributions. EUSIPCO (2017)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-stable multichannel audio source separation. ICASSP (2017)
Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
Explaining the parameterized wiener filter with alpha-stable processes. WASPAA (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. WASPAA (2017)
Paul Magron, Roland Badeau, Antoine Liutkus
Lévy NMF for robust nonnegative source separation. WASPAA (2017)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. LVA/ICA (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Semi-blind student's t source separation for multichannel audio convolutive mixtures. EUSIPCO (2017)
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
Amplitude and phase dereverberation of monocomponent signals. EUSIPCO (2017)
Umut Simsekli, Alain Durmus, Roland Badeau, Gaël Richard, Eric Moulines, A. Taylan Cemgil
Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. ICASSP (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. ICASSP (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Autoregressive moving average modeling of late reverberation in the frequency domain. EUSIPCO (2016)
Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron
Common fate model for unison source separation. ICASSP (2016)
Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort
M/EEG source localization with multi-scale time-frequency dictionaries. PRNI (2016)
Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil
Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. ICASSP (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms based on a model of repeated audio events. CoRR (2016)
Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard
Stochastic Quasi-Newton Langevin Monte Carlo. ICML (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery by unwrapping: applications to music signal processing. CoRR (2016)
Derry Fitzgerald, Antoine Liutkus, Roland Badeau
PROJET - Spatial audio separation using projections. ICASSP (2016)
Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert
Anechoic phase estimation from reverberant signals. IWAENC (2016)
Paul Magron, Roland Badeau, Bertrand David
Complex NMF under phase constraints based on signal modeling: Application to audio source separation. ICASSP (2016)
Elliot Creager, Noah D. Stein, Roland Badeau, Philippe Depalle
Nonnegative tensor factorization with frequency modulation cues for blind audio source separation. CoRR (2016)
Alain Durmus, Umut Simsekli, Eric Moulines, Roland Badeau, Gaël Richard
Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo. NIPS (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery in NMF for audio source separation: an insightful benchmark. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Complex NMF under phase constraints based on signal modeling: application to audio source separation. CoRR (2016)
Elliot Creager, Noah D. Stein, Roland Badeau, Philippe Depalle
Nonnegative Tensor Factorization with Frequency Modulation Cues for Blind Audio Source Separation. ISMIR (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration. CoRR (2016)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel Audio Source Separation With Probabilistic Reverberation Priors. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Paul Magron, Roland Badeau, Antoine Liutkus
Separation of nonnegative alpha-stable sources. CoRR (2016)
Derry Fitzgerald, Antoine Liutkus, Roland Badeau
Projection-Based Demixing of Spatial Audio. IEEE ACM Trans. Audio Speech Lang. Process. 24 (9) (2016)
Simon Leglaive, Romain Hennequin, Roland Badeau
Singing voice detection with deep recurrent neural networks. ICASSP (2015)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel audio source separation with probabilistic reverberation modeling. WASPAA (2015)
Antoine Liutkus, Roland Badeau
Generalized Wiener filtering with fractional power spectrograms. ICASSP (2015)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms with linear unwrapping: Application to audio signal restoration. EUSIPCO (2015)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery in NMF for audio source separation: An insightful benchmark. ICASSP (2015)
Antoine Liutkus, Derry Fitzgerald, Roland Badeau
Cauchy nonnegative matrix factorization. WASPAA (2015)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms based on a model of repeated audio events. WASPAA (2015)
Holger Kirchhoff, Roland Badeau, Simon Dixon
Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds. ICASSP (2014)
Roland Badeau, Mark D. Plumbley
Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain. IEEE ACM Trans. Audio Speech Lang. Process. 22 (11) (2014)
Benoit Fuentes, Roland Badeau, Gaël Richard
Controlling the convergence rate to help parameter estimation in a PLCA-based model. EUSIPCO (2014)
Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gaël Richard
Template Adaptation for Improving Automatic Music Transcription. ISMIR (2014)
Benoit Fuentes, Roland Badeau, Gaël Richard
Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Roland Badeau, Angélique Dremeau
Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). ICASSP (2013)
Antoine Liutkus, Roland Badeau, Gaël Richard
Low bitrate informed source separation of realistic mixtures. ICASSP (2013)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Olivier Derrien, Roland Badeau, Gaël Richard
Parametric Audio Coding With Exponentially Damped Sinusoids. IEEE Trans. Speech Audio Process. 21 (7) (2013)
Roland Badeau, Alexey Ozerov
Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. EUSIPCO (2013)
Roland Badeau, Mark D. Plumbley
Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain. WASPAA (2013)
Roland Badeau, Mark D. Plumbley
Probabilistic time-frequency source-filter decomposition of non-stationary signals. EUSIPCO (2013)
Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard
Informed source separation through spectrogram coding and data embedding. Signal Process. 92 (8) (2012)
Benoit Fuentes, Roland Badeau, Gaël Richard
Blind Harmonic Adaptive Decomposition applied to supervised source separation. EUSIPCO (2012)
Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard
Probabilistic model for main melody extraction using Constant-Q transform. ICASSP (2012)
Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard
Adaptive filtering for music/voice separation exploiting the repeating musical structure. ICASSP (2012)
Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, Roland Badeau, Laurent Daudet, Sylvain Marchand, Gaël Richard
Informed audio source separation: A comparative study. EUSIPCO (2012)
Charles Fox, Guillaume Vitte, Maurice Charbit, Jacques Prado, Roland Badeau, Bertrand David
A subband hybrid beamforming for in-car speech enhancement. EUSIPCO (2012)
Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard
Spatial coding-based Informed Source Separation. EUSIPCO (2012)
Rémy Boyer, Roland Badeau, Gérard Favier
Fast orthogonal decomposition of Volterra cubic kernels using oblique unfolding. ICASSP (2011)
Benoit Fuentes, Roland Badeau, Gaël Richard
Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. ICASSP (2011)
Romain Hennequin, Roland Badeau, Bertrand David
NMF With Time-Frequency Activations to Model Nonstationary Audio Events. IEEE Trans. Speech Audio Process. 19 (4) (2011)
Antoine Liutkus, Roland Badeau, Gaël Richard
Gaussian Processes for Underdetermined Source Separation. IEEE Trans. Signal Process. 59 (7) (2011)
Roland Badeau
Gaussian modeling of mixtures of non-stationary signals in the Time-Frequency domain (HR-NMF). WASPAA (2011)
Olivier Derrien, Roland Badeau, Gaël Richard
Entropy-constrained quantization of exponentially damped sinusoids parameters. ICASSP (2011)
Roland Badeau, Nancy Bertin, Emmanuel Vincent
Stability analysis of multiplicative update algorithms for non-negative matrix factorization. ICASSP (2011)
Romain Hennequin, Bertrand David, Roland Badeau
Score informed audio source separation using a parametric model of non-negative spectrogram. ICASSP (2011)
Romain Hennequin, Roland Badeau, Bertrand David
Scale-invariant probabilistic latent component analysis. WASPAA (2011)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Informed source separation: Source coding meets source separation. WASPAA (2011)
Mathieu Lagrange, Roland Badeau, Bertrand David, Nancy Bertin, Olivier Derrien, Sylvain Marchand, Laurent Daudet
Décompositions en éléments sonores et applications musicales. Traitement du Signal 28 (6) (2011)
Romain Hennequin, Bertrand David, Roland Badeau
Beta-Divergence as a Subclass of Bregman Divergence. IEEE Signal Process. Lett. 18 (2) (2011)
Mathieu Lagrange, Martin Raspaud, Roland Badeau, Gaël Richard
Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity. Pattern Recognit. Lett. 31 (12) (2010)
Mathieu Lagrange, Roland Badeau, Gaël Richard
Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. ICASSP (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roland Badeau