Sliding window orthonormal PAST algorithm. - Roland Badeau; Karim Abed-Meraim; Gaël Richard; Bertrand David 002 (ICASSP (5), 2003)

Adaptive ESPRIT algorithm based on the PAST subspace tracker. - Roland Badeau; Gaël Richard; Bertrand David 002 (ICASSP (6), 2003)

Approximated power iterations for fast subspace tracking. - Roland Badeau; Gaël Richard; Bertrand David 002; Karim Abed-Meraim (ISSPA (2), 2003)

Selecting the modeling order for the ESPRIT high resolution method: an alternative approach. - Roland Badeau; Bertrand David 002; Gaël Richard (ICASSP (2), 2004)

Sliding window adaptive SVD algorithms. - Roland Badeau; Gaël Richard; Bertrand David 002 (IEEE Trans. Signal Process., 2004)

Yet another subspace tracker. - Roland Badeau; Bertrand David 002; Gaël Richard (ICASSP (4), 2005)

Fast approximated power iteration subspace tracking. - Roland Badeau; Bertrand David 002; Gaël Richard (IEEE Trans. Signal Process., 2005)

A Fast Adaptive Method for Subspace Based Blind Channel Estimation. - Jon Altuna; Bernard Mulgrew; Roland Badeau; Vicente Atxa (ICASSP (4), 2006)

Yast Algorithm for Minor Subspace Tracking. - Roland Badeau; Bertrand David 002; Gaël Richard (ICASSP (3), 2006)

Adaptive Multilinear SVD for Structured Tensors. - Rémy Boyer; Roland Badeau (ICASSP (3), 2006)

Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals. - Bertrand David 002; Roland Badeau; Gaël Richard (ICASSP (3), 2006)

A new perturbation analysis for signal enumeration in rotational invariance techniques. - Roland Badeau; Bertrand David 002; Gaël Richard (IEEE Trans. Signal Process., 2006)

High-resolution spectral analysis of mixtures of complex exponentials modulated by polynomials. - Roland Badeau; Bertrand David 002; Gaël Richard (IEEE Trans. Signal Process., 2006)

Conjugate Gradient Algorithms for Minor Subspace Analysis. - Roland Badeau; Bertrand David 002; Gaël Richard (ICASSP (3), 2007)

Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark. - Nancy Bertin; Roland Badeau; Gaël Richard (ICASSP (1), 2007)

A Parametric Method for Pitch Estimation of Piano Tones. - Valentin Emiya; Bertrand David 002; Roland Badeau (ICASSP (1), 2007)

Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. - Valentin Emiya; Roland Badeau; Bertrand David 002 (EUSIPCO, 2008)

Weighted maximum likelihood autoregressive and moving average spectrum modeling. - Roland Badeau; Bertrand David 002 (ICASSP, 2008)

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

Fast Multilinear Singular Value Decomposition for Structured Tensors. - Roland Badeau; Rémy Boyer (SIAM J. Matrix Anal. Appl., 2008)

CramÉr-Rao Bounds for Multiple Poles and Coefficients of Quasi-Polynomials in Colored Noise. - Roland Badeau; Bertrand David 002; Gaël Richard (IEEE Trans. Signal Process., 2008)

Performance of ESPRIT for Estimating Mixtures of Complex Exponentials Modulated by Polynomials. - Roland Badeau; Gaël Richard; Bertrand David 002 (IEEE Trans. Signal Process., 2008)

Fast and Stable YAST Algorithm for Principal and Minor Subspace Tracking. - Roland Badeau; Gaël Richard; Bertrand David 002 (IEEE Trans. Signal Process., 2008)

Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. - Roland Badeau; Valentin Emiya; Bertrand David 002 (ICASSP, 2009)

A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription. - Nancy Bertin; Cédric Févotte; Roland Badeau (ICASSP, 2009)

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

Analyse spectrale à haute résolution et décompositions non-négatives appliquées au traitement des signaux de musique. (High resolution spectral analysis and non-negative decompositions applied to music signal processing). - Roland Badeau (2010)

Informed Source Separation Using Latent Components. - Antoine Liutkus; Roland Badeau; Gaël Richard (LVA/ICA, 2010)

NMF with time-frequency activations to model non stationary audio events. - Romain Hennequin; Roland Badeau; Bertrand David 002 (ICASSP, 2010)

Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. - Mathieu Lagrange; Roland Badeau; Gaël Richard (ICASSP, 2010)

Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity. - Mathieu Lagrange; Martin Raspaud; Roland Badeau; Gaël Richard (Pattern Recognit. Lett., 2010)

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

Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle. - Valentin Emiya; Roland Badeau; Bertrand David 002 (IEEE Trans. Speech Audio Process., 2010)

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

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

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

Fast orthogonal decomposition of Volterra cubic kernels using oblique unfolding. - Rémy Boyer; Roland Badeau; Gérard Favier (ICASSP, 2011)

Entropy-constrained quantization of exponentially damped sinusoids parameters. - Olivier Derrien; Roland Badeau; Gaël Richard (ICASSP, 2011)

Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. - Benoit Fuentes; Roland Badeau; Gaël Richard (ICASSP, 2011)

Score informed audio source separation using a parametric model of non-negative spectrogram. - Romain Hennequin; Bertrand David 002; Roland Badeau (ICASSP, 2011)

Gaussian modeling of mixtures of non-stationary signals in the Time-Frequency domain (HR-NMF). - Roland Badeau (WASPAA, 2011)

Scale-invariant probabilistic latent component analysis. - Romain Hennequin; Roland Badeau; Bertrand David 002 (WASPAA, 2011)

Informed source separation: Source coding meets source separation. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (WASPAA, 2011)

Beta-Divergence as a Subclass of Bregman Divergence. - Romain Hennequin; Bertrand David 002; Roland Badeau (IEEE Signal Process. Lett., 2011)

NMF With Time-Frequency Activations to Model Nonstationary Audio Events. - Romain Hennequin; Roland Badeau; Bertrand David 002 (IEEE Trans. Speech Audio Process., 2011)

Décompositions en éléments sonores et applications musicales. - Mathieu Lagrange; Roland Badeau; Bertrand David 002; Nancy Bertin; Olivier Derrien; Sylvain Marchand; Laurent Daudet (Traitement du Signal, 2011)

Gaussian Processes for Underdetermined Source Separation. - Antoine Liutkus; Roland Badeau; Gaël Richard (IEEE Trans. Signal Process., 2011)

A subband hybrid beamforming for in-car speech enhancement. - Charles Fox; Guillaume Vitte; Maurice Charbit; Jacques Prado; Roland Badeau; Bertrand David 002 (EUSIPCO, 2012)

Blind Harmonic Adaptive Decomposition applied to supervised source separation. - Benoit Fuentes; Roland Badeau; Gaël Richard (EUSIPCO, 2012)

Informed audio source separation: A comparative study. - Antoine Liutkus; Stanislaw Gorlow; Nicolas Sturmel; Shuhua Zhang; Laurent Girin; Roland Badeau; Laurent Daudet; Sylvain Marchand; Gaël Richard (EUSIPCO, 2012)

Spatial coding-based Informed Source Separation. - Antoine Liutkus; Alexey Ozerov; Roland Badeau; Gaël Richard (EUSIPCO, 2012)

Probabilistic model for main melody extraction using Constant-Q transform. - Benoit Fuentes; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2012)

Adaptive filtering for music/voice separation exploiting the repeating musical structure. - Antoine Liutkus; Zafar Rafii; Roland Badeau; Bryan Pardo; Gaël Richard (ICASSP, 2012)

Informed source separation through spectrogram coding and data embedding. - Antoine Liutkus; Jonathan Pinel; Roland Badeau; Laurent Girin; Gaël Richard (Signal Process., 2012)

Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. - Roland Badeau; Alexey Ozerov (EUSIPCO, 2013)

Probabilistic time-frequency source-filter decomposition of non-stationary signals. - Roland Badeau; Mark D. Plumbley (EUSIPCO, 2013)

Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). - Roland Badeau; Angélique Dremeau (ICASSP, 2013)

Low bitrate informed source separation of realistic mixtures. - Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2013)

Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain. - Roland Badeau; Mark D. Plumbley (WASPAA, 2013)

Parametric Audio Coding With Exponentially Damped Sinusoids. - Olivier Derrien; Roland Badeau; Gaël Richard (IEEE Trans. Speech Audio Process., 2013)

Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription. - Benoit Fuentes; Roland Badeau; Gaël Richard (IEEE Trans. Speech Audio Process., 2013)

Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (IEEE Trans. Speech Audio Process., 2013)

Controlling the convergence rate to help parameter estimation in a PLCA-based model. - Benoit Fuentes; Roland Badeau; Gaël Richard (EUSIPCO, 2014)

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds. - Holger Kirchhoff; Roland Badeau; Simon Dixon (ICASSP, 2014)

Template Adaptation for Improving Automatic Music Transcription. - Emmanouil Benetos; Roland Badeau; Tillman Weyde; Gaël Richard (ISMIR, 2014)

Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain. - Roland Badeau; Mark D. Plumbley (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Phase reconstruction of spectrograms with linear unwrapping: Application to audio signal restoration. - Paul Magron; Roland Badeau; Bertrand David 002 (EUSIPCO, 2015)

Singing voice detection with deep recurrent neural networks. - Simon Leglaive; Romain Hennequin; Roland Badeau (ICASSP, 2015)

Generalized Wiener filtering with fractional power spectrograms. - Antoine Liutkus; Roland Badeau (ICASSP, 2015)

Phase recovery in NMF for audio source separation: An insightful benchmark. - Paul Magron; Roland Badeau; Bertrand David 002 (ICASSP, 2015)

Multichannel audio source separation with probabilistic reverberation modeling. - Simon Leglaive; Roland Badeau; Gaël Richard (WASPAA, 2015)

Cauchy nonnegative matrix factorization. - Antoine Liutkus; Derry Fitzgerald; Roland Badeau (WASPAA, 2015)

Phase reconstruction of spectrograms based on a model of repeated audio events. - Paul Magron; Roland Badeau; Bertrand David 002 (WASPAA, 2015)

Autoregressive moving average modeling of late reverberation in the frequency domain. - Simon Leglaive; Roland Badeau; Gaël Richard (EUSIPCO, 2016)

PROJET - Spatial audio separation using projections. - Derry Fitzgerald; Antoine Liutkus; Roland Badeau (ICASSP, 2016)

Complex NMF under phase constraints based on signal modeling: Application to audio source separation. - Paul Magron; Roland Badeau; Bertrand David 002 (ICASSP, 2016)

Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. - Umut Simsekli; Roland Badeau; Gaël Richard; Ali Taylan Cemgil (ICASSP, 2016)

Common fate model for unison source separation. - Fabian-Robert Stöter; Antoine Liutkus; Roland Badeau; Bernd Edler; Paul Magron (ICASSP, 2016)

Stochastic Quasi-Newton Langevin Monte Carlo. - Umut Simsekli; Roland Badeau; A. Taylan Cemgil; Gaël Richard (ICML, 2016)

Nonnegative Tensor Factorization with Frequency Modulation Cues for Blind Audio Source Separation. - Elliot Creager; Noah D. Stein; Roland Badeau; Philippe Depalle (ISMIR, 2016)

Anechoic phase estimation from reverberant signals. - Arthur Belhomme; Yves Grenier; Roland Badeau; Eric Humbert (IWAENC, 2016)

Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo. - Alain Durmus; Umut Simsekli; Eric Moulines; Roland Badeau; Gaël Richard (NIPS, 2016)

M/EEG source localization with multi-scale time-frequency dictionaries. - Yousra Bekhti; Daniel Strohmeier; Mainak Jas; Roland Badeau; Alexandre Gramfort (PRNI, 2016)

Phase recovery by unwrapping: applications to music signal processing. - Paul Magron; Roland Badeau; Bertrand David 002 (CoRR, 2016)

Separation of nonnegative alpha-stable sources. - Paul Magron; Roland Badeau; Antoine Liutkus (CoRR, 2016)

Projection-Based Demixing of Spatial Audio. - Derry Fitzgerald; Antoine Liutkus; Roland Badeau (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Multichannel Audio Source Separation With Probabilistic Reverberation Priors. - Simon Leglaive; Roland Badeau; Gaël Richard (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Hyperparameter estimation in maximum a posteriori regression using group sparsity with an application to brain imaging. - Yousra Bekhti; Roland Badeau; Alexandre Gramfort (EUSIPCO, 2017)

Amplitude and phase dereverberation of monocomponent signals. - Arthur Belhomme; Roland Badeau; Yves Grenier; Eric Humbert (EUSIPCO, 2017)

Scalable source localization with multichannel α-stable distributions. - Mathieu Fontaine 002; Charles Vanwynsberghe; Antoine Liutkus; Roland Badeau (EUSIPCO, 2017)

Semi-blind student's t source separation for multichannel audio convolutive mixtures. - Simon Leglaive; Roland Badeau; Gaël Richard (EUSIPCO, 2017)

Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. - Mathieu Fontaine 002; Charles Vanwynsberghe; Antoine Liutkus; Roland Badeau (LVA/ICA, 2017)

On the Use of Latent Mixing Filters in Audio Source Separation. - Laurent Girin; Roland Badeau (LVA/ICA, 2017)

Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. - Simon Leglaive; Roland Badeau; Gaël Richard (ICASSP, 2017)

Alpha-stable multichannel audio source separation. - Simon Leglaive; Umut Simsekli; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2017)

Phase-dependent anisotropic Gaussian model for audio source separation. - Paul Magron; Roland Badeau; Bertrand David 002 (ICASSP, 2017)

Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. - Umut Simsekli; Alain Durmus; Roland Badeau; Gaël Richard; Eric Moulines; A. Taylan Cemgil (ICASSP, 2017)

Amplitude and phase dereverberation of harmonic signals. - Arthur Belhomme; Roland Badeau; Yves Grenier; Eric Humbert (WASPAA, 2017)

Explaining the parameterized wiener filter with alpha-stable processes. - Mathieu Fontaine 002; Antoine Liutkus; Laurent Girin; Roland Badeau (WASPAA, 2017)

Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. - Simon Leglaive; Roland Badeau; Gaël Richard (WASPAA, 2017)

Lévy NMF for robust nonnegative source separation. - Paul Magron; Roland Badeau; Antoine Liutkus (WASPAA, 2017)

Reassigned time-frequency representations of discrete time signals and application to the Constant-Q Transform. - Sébastien Fenet; Roland Badeau; Gaël Richard (Signal Process., 2017)

Unified Stochastic Reverberation Modeling. - Roland Badeau (EUSIPCO, 2018)

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. - Mathieu Fontaine 002; Fabian-Robert Stöter; Antoine Liutkus; Umut Simsekli; Romain Serizel; Roland Badeau (LVA/ICA, 2018)

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. - Umut Simsekli; Halil Erdogan; Simon Leglaive; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2018)

Training and compensation of class-conditioned NMF bases for speech enhancement. - Hanwook Chung; Roland Badeau; Eric Plourde; Benoît Champagne 001 (Neurocomputing, 2018)

Student's t Source and Mixing Models for Multichannel Audio Source Separation. - Simon Leglaive; Roland Badeau; Gaël Richard (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Model-Based STFT Phase Recovery for Audio Source Separation. - Paul Magron; Roland Badeau; Bertrand David 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. - Mathieu Fontaine 002; Aditya Arie Nugraha; Roland Badeau; Kazuyoshi Yoshii; Antoine Liutkus (EUSIPCO, 2019)

Generalized Sliced Wasserstein Distances. - Soheil Kolouri; Kimia Nadjahi; Umut Simsekli; Roland Badeau; Gustavo K. Rohde (NeurIPS, 2019)

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance. - Kimia Nadjahi; Alain Durmus; Umut Simsekli; Roland Badeau (NeurIPS, 2019)

Weakly Informed Audio Source Separation. - Kilian Schulze-Forster; Clement S. J. Doire; Gaël Richard; Roland Badeau (WASPAA, 2019)

Approximate Bayesian Computation with the Sliced-Wasserstein Distance. - Kimia Nadjahi; Valentin De Bortoli; Alain Durmus; Roland Badeau; Umut Simsekli (ICASSP, 2020)

Probabilistic Filter and Smoother for Variational Inference of Bayesian Linear Dynamical Systems. - Julian Neri; Roland Badeau; Philippe Depalle (ICASSP, 2020)

Laplace State Space Filter with Exact Inference and Moment Matching. - Julian Neri; Philippe Depalle; Roland Badeau (ICASSP, 2020)

Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech. - Kilian Schulze-Forster; Clement S. J. Doire; Gaël Richard; Roland Badeau (ICASSP, 2020)

Separation of alpha-stable random vectors. - Mathieu Fontaine 002; Roland Badeau; Antoine Liutkus (Signal Process., 2020)

Damped Chirp Mixture Estimation Via Nonlinear Bayesian Regression. - Julian Neri; Philippe Depalle; Roland Badeau (DAFx, 2021)

Unsupervised Blind Source Separation with Variational Auto-Encoders. - Julian Neri; Roland Badeau; Philippe Depalle (EUSIPCO, 2021)

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. - Kimia Nadjahi; Alain Durmus; Pierre E. Jacob; Roland Badeau; Umut Simsekli (NeurIPS, 2021)

Stochastic Reverberation Model with a Frequency Dependent Attenuation. - Achille Aknin; Roland Badeau (WASPAA, 2021)

Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation. - Kilian Schulze-Forster; Clement S. J. Doire; Gaël Richard; Roland Badeau (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Approximate Inference and Learning of State Space Models With Laplace Noise. - Julian Neri; Philippe Depalle; Roland Badeau (IEEE Trans. Signal Process., 2021)

Unsupervised Audio Source Separation Using Differentiable Parametric Source Models. - Kilian Schulze-Forster; Clement S. J. Doire; Gaël Richard; Roland Badeau (CoRR, 2022)

Unsupervised Music Source Separation Using Differentiable Parametric Source Models. - Kilian Schulze-Forster; Gaël Richard; Liam Kelley; Clement S. J. Doire; Roland Badeau (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Perceptual Noise-Masking with Music through Deep Spectral Envelope Shaping. - Clémentine Berger; Roland Badeau; Slim Essid (ICASSP, 2025)

Modèle physique variationnel pour l'estimation de réponses impulsionnelles de salles. - Louis Lalay; Mathieu Fontaine 002; Roland Badeau (CoRR, 2025)