| 2025 | ICASSP | Perceptual Noise-Masking with Music through Deep Spectral Envelope Shaping. | Clmentine Berger, Roland Badeau, Slim Essid |
| 2025 | Interspeech | Unified Variational and Physics-aware Model for Room Impulse Response Estimation. | Louis Lalay, Mathieu Fontaine, Roland Badeau |
| 2021 | DAFX | Damped Chirp Mixture Estimation Via Nonlinear Bayesian Regression. | Julian Neri, Philippe Depalle, Roland Badeau |
| 2020 | ICASSP | Approximate Bayesian Computation with the Sliced-Wasserstein Distance. | Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Simsekli |
| 2020 | ICASSP | Probabilistic Filter and Smoother for Variational Inference of Bayesian Linear Dynamical Systems. | Julian Neri, Roland Badeau, Philippe Depalle |
| 2020 | ICASSP | Laplace State Space Filter with Exact Inference and Moment Matching. | Julian Neri, Philippe Depalle, Roland Badeau |
| 2020 | ICASSP | Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech. | Kilian Schulze-Forster, Clement S. J. Doire, Gal Richard, Roland Badeau |
| 2018 | ICASSP | Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. | Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2017 | ICASSP | Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. | Simon Leglaive, Roland Badeau, Gal Richard |
| 2017 | ICASSP | Alpha-stable multichannel audio source separation. | Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2017 | ICASSP | Phase-dependent anisotropic Gaussian model for audio source separation. | Paul Magron, Roland Badeau, Bertrand David |
| 2017 | ICASSP | Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. | Umut Simsekli, Alain Durmus, Roland Badeau, Gal Richard, Eric Moulines, A. Taylan Cemgil |
| 2016 | ICASSP | PROJET - Spatial audio separation using projections. | Derry Fitzgerald, Antoine Liutkus, Roland Badeau |
| 2016 | ICASSP | Complex NMF under phase constraints based on signal modeling: Application to audio source separation. | Paul Magron, Roland Badeau, Bertrand David |
| 2016 | ICASSP | Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. | Umut Simsekli, Roland Badeau, Gal Richard, Ali Taylan Cemgil |
| 2016 | ICASSP | Common fate model for unison source separation. | Fabian-Robert Stter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron |
| 2016 | ICML | Stochastic Quasi-Newton Langevin Monte Carlo. | Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gal Richard |
| 2015 | ICASSP | Singing voice detection with deep recurrent neural networks. | Simon Leglaive, Romain Hennequin, Roland Badeau |
| 2015 | ICASSP | Generalized Wiener filtering with fractional power spectrograms. | Antoine Liutkus, Roland Badeau |
| 2015 | ICASSP | Phase recovery in NMF for audio source separation: An insightful benchmark. | Paul Magron, Roland Badeau, Bertrand David |
| 2014 | ICASSP | Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds. | Holger Kirchhoff, Roland Badeau, Simon Dixon |
| 2013 | ICASSP | Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). | Roland Badeau, Anglique Dremeau |
| 2013 | ICASSP | Low bitrate informed source separation of realistic mixtures. | Antoine Liutkus, Roland Badeau, Gal Richard |
| 2012 | ICASSP | Probabilistic model for main melody extraction using Constant-Q transform. | Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2012 | ICASSP | Adaptive filtering for music/voice separation exploiting the repeating musical structure. | Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gal Richard |
| 2011 | ICASSP | Stability analysis of multiplicative update algorithms for non-negative matrix factorization. | Roland Badeau, Nancy Bertin, Emmanuel Vincent |
| 2011 | ICASSP | Fast orthogonal decomposition of Volterra cubic kernels using oblique unfolding. | Rmy Boyer, Roland Badeau, Grard Favier |
| 2011 | ICASSP | Entropy-constrained quantization of exponentially damped sinusoids parameters. | Olivier Derrien, Roland Badeau, Gal Richard |
| 2011 | ICASSP | Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. | Benoit Fuentes, Roland Badeau, Gal Richard |
| 2011 | ICASSP | Score informed audio source separation using a parametric model of non-negative spectrogram. | Romain Hennequin, Bertrand David, Roland Badeau |
| 2010 | ICASSP | NMF with time-frequency activations to model non stationary audio events. | Romain Hennequin, Roland Badeau, Bertrand David |
| 2010 | ICASSP | Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. | Mathieu Lagrange, Roland Badeau, Gal Richard |
| 2009 | ICASSP | Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. | Roland Badeau, Valentin Emiya, Bertrand David |
| 2009 | ICASSP | A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription. | Nancy Bertin, Cdric Fvotte, Roland Badeau |
| 2008 | ICASSP | Weighted maximum likelihood autoregressive and moving average spectrum modeling. | Roland Badeau, Bertrand David |
| 2008 | ICASSP | Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription. | Emmanuel Vincent, Nancy Bertin, Roland Badeau |
| 2007 | ICASSP | Conjugate Gradient Algorithms for Minor Subspace Analysis. | Roland Badeau, Bertrand David, Gal Richard |
| 2007 | ICASSP | Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark. | Nancy Bertin, Roland Badeau, Gal Richard |
| 2007 | ICASSP | A Parametric Method for Pitch Estimation of Piano Tones. | Valentin Emiya, Bertrand David, Roland Badeau |
| 2006 | ICASSP | A Fast Adaptive Method for Subspace Based Blind Channel Estimation. | Jon Altuna, Bernard Mulgrew, Roland Badeau, Vicente Atxa |
| 2006 | ICASSP | Yast Algorithm for Minor Subspace Tracking. | Roland Badeau, Bertrand David, Gal Richard |
| 2006 | ICASSP | Adaptive Multilinear SVD for Structured Tensors. | Rmy Boyer, Roland Badeau |
| 2006 | ICASSP | Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals. | Bertrand David, Roland Badeau, Gal Richard |
| 2005 | ICASSP | Yet another subspace tracker. | Roland Badeau, Bertrand David, Gal Richard |
| 2004 | ICASSP | Selecting the modeling order for the ESPRIT high resolution method: an alternative approach. | Roland Badeau, Bertrand David, Gal Richard |
| 2003 | ICASSP | Sliding window orthonormal PAST algorithm. | Roland Badeau, Karim Abed-Meraim, Gal Richard, Bertrand David |
| 2003 | ICASSP | Adaptive ESPRIT algorithm based on the PAST subspace tracker. | Roland Badeau, Gal Richard, Bertrand David |