Roland Badeau

Orcid: 0000-0002-9630-6877

According to our database1, Roland Badeau authored at least 125 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Unsupervised Music Source Separation Using Differentiable Parametric Source Models.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

2022
Unsupervised Audio Source Separation Using Differentiable Parametric Source Models.
CoRR, 2022

2021
Approximate Inference and Learning of State Space Models With Laplace Noise.
IEEE Trans. Signal Process., 2021

Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Stochastic Reverberation Model with a Frequency Dependent Attenuation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsupervised Blind Source Separation with Variational Auto-Encoders.
Proceedings of the 29th European Signal Processing Conference, 2021

Damped Chirp Mixture Estimation Via Nonlinear Bayesian Regression.
Proceedings of the 24th International Conference on Digital Audio Effects, 2021

2020
Separation of alpha-stable random vectors.
Signal Process., 2020

Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Laplace State Space Filter with Exact Inference and Moment Matching.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Probabilistic Filter and Smoother for Variational Inference of Bayesian Linear Dynamical Systems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Approximate Bayesian Computation with the Sliced-Wasserstein Distance.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Weakly Informed Audio Source Separation.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Generalized Sliced Wasserstein Distances.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Cauchy Multichannel Speech Enhancement with a Deep Speech Prior.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Model-Based STFT Phase Recovery for Audio Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Student's t Source and Mixing Models for Multichannel Audio Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Training and compensation of class-conditioned NMF bases for speech enhancement.
Neurocomputing, 2018

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Unified Stochastic Reverberation Modeling.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Reassigned time-frequency representations of discrete time signals and application to the Constant-Q Transform.
Signal Process., 2017

Lévy NMF for robust nonnegative source separation.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Explaining the parameterized wiener filter with alpha-stable processes.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Amplitude and phase dereverberation of harmonic signals.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phase-dependent anisotropic Gaussian model for audio source separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Alpha-stable multichannel audio source separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

On the Use of Latent Mixing Filters in Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Semi-blind student's t source separation for multichannel audio convolutive mixtures.
Proceedings of the 25th European Signal Processing Conference, 2017

Scalable source localization with multichannel α-stable distributions.
Proceedings of the 25th European Signal Processing Conference, 2017

Amplitude and phase dereverberation of monocomponent signals.
Proceedings of the 25th European Signal Processing Conference, 2017

Hyperparameter estimation in maximum a posteriori regression using group sparsity with an application to brain imaging.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Multichannel Audio Source Separation With Probabilistic Reverberation Priors.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Projection-Based Demixing of Spatial Audio.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Separation of nonnegative alpha-stable sources.
CoRR, 2016

Phase recovery by unwrapping: applications to music signal processing.
CoRR, 2016

M/EEG source localization with multi-scale time-frequency dictionaries.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Anechoic phase estimation from reverberant signals.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Nonnegative Tensor Factorization with Frequency Modulation Cues for Blind Audio Source Separation.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Stochastic Quasi-Newton Langevin Monte Carlo.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Common fate model for unison source separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Complex NMF under phase constraints based on signal modeling: Application to audio source separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

PROJET - Spatial audio separation using projections.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Autoregressive moving average modeling of late reverberation in the frequency domain.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Phase reconstruction of spectrograms based on a model of repeated audio events.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Cauchy nonnegative matrix factorization.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Multichannel audio source separation with probabilistic reverberation modeling.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Phase recovery in NMF for audio source separation: An insightful benchmark.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generalized Wiener filtering with fractional power spectrograms.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Singing voice detection with deep recurrent neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Phase reconstruction of spectrograms with linear unwrapping: Application to audio signal restoration.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Template Adaptation for Improving Automatic Music Transcription.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds.
Proceedings of the IEEE International Conference on Acoustics, 2014

Controlling the convergence rate to help parameter estimation in a PLCA-based model.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach.
IEEE Trans. Speech Audio Process., 2013

Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription.
IEEE Trans. Speech Audio Process., 2013

Parametric Audio Coding With Exponentially Damped Sinusoids.
IEEE Trans. Speech Audio Process., 2013

Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Low bitrate informed source separation of realistic mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2013

Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF).
Proceedings of the IEEE International Conference on Acoustics, 2013

Probabilistic time-frequency source-filter decomposition of non-stationary signals.
Proceedings of the 21st European Signal Processing Conference, 2013

Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Informed source separation through spectrogram coding and data embedding.
Signal Process., 2012

Adaptive filtering for music/voice separation exploiting the repeating musical structure.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Probabilistic model for main melody extraction using Constant-Q transform.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Spatial coding-based Informed Source Separation.
Proceedings of the 20th European Signal Processing Conference, 2012

Informed audio source separation: A comparative study.
Proceedings of the 20th European Signal Processing Conference, 2012

Blind Harmonic Adaptive Decomposition applied to supervised source separation.
Proceedings of the 20th European Signal Processing Conference, 2012

A subband hybrid beamforming for in-car speech enhancement.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Gaussian Processes for Underdetermined Source Separation.
IEEE Trans. Signal Process., 2011

Décompositions en éléments sonores et applications musicales.
Traitement du Signal, 2011

NMF With Time-Frequency Activations to Model Nonstationary Audio Events.
IEEE Trans. Speech Audio Process., 2011

Beta-Divergence as a Subclass of Bregman Divergence.
IEEE Signal Process. Lett., 2011

Informed source separation: Source coding meets source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Scale-invariant probabilistic latent component analysis.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Gaussian modeling of mixtures of non-stationary signals in the Time-Frequency domain (HR-NMF).
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Score informed audio source separation using a parametric model of non-negative spectrogram.
Proceedings of the IEEE International Conference on Acoustics, 2011

Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA.
Proceedings of the IEEE International Conference on Acoustics, 2011

Entropy-constrained quantization of exponentially damped sinusoids parameters.
Proceedings of the IEEE International Conference on Acoustics, 2011

Fast orthogonal decomposition of Volterra cubic kernels using oblique unfolding.
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

Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation.
IEEE Trans. Speech Audio Process., 2010

Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle.
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

Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity.
Pattern Recognit. Lett., 2010

Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching.
Proceedings of the IEEE International Conference on Acoustics, 2010

NMF with time-frequency activations to model non stationary audio events.
Proceedings of the IEEE International Conference on Acoustics, 2010

Informed Source Separation Using Latent Components.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

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).
, 2010

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

A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription.
Proceedings of the IEEE International Conference on Acoustics, 2009

Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Fast and Stable YAST Algorithm for Principal and Minor Subspace Tracking.
IEEE Trans. Signal Process., 2008

Performance of ESPRIT for Estimating Mixtures of Complex Exponentials Modulated by Polynomials.
IEEE Trans. Signal Process., 2008

CramÉr-Rao Bounds for Multiple Poles and Coefficients of Quasi-Polynomials in Colored Noise.
IEEE Trans. Signal Process., 2008

Fast Multilinear Singular Value Decomposition for Structured Tensors.
SIAM J. Matrix Anal. Appl., 2008

Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription.
Proceedings of the IEEE International Conference on Acoustics, 2008

Weighted maximum likelihood autoregressive and moving average spectrum modeling.
Proceedings of the IEEE International Conference on Acoustics, 2008

Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A Parametric Method for Pitch Estimation of Piano Tones.
Proceedings of the IEEE International Conference on Acoustics, 2007

Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark.
Proceedings of the IEEE International Conference on Acoustics, 2007

Conjugate Gradient Algorithms for Minor Subspace Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
High-resolution spectral analysis of mixtures of complex exponentials modulated by polynomials.
IEEE Trans. Signal Process., 2006

A new perturbation analysis for signal enumeration in rotational invariance techniques.
IEEE Trans. Signal Process., 2006

Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Adaptive Multilinear SVD for Structured Tensors.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Yast Algorithm for Minor Subspace Tracking.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Fast Adaptive Method for Subspace Based Blind Channel Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Fast approximated power iteration subspace tracking.
IEEE Trans. Signal Process., 2005

Yet another subspace tracker.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Sliding window adaptive SVD algorithms.
IEEE Trans. Signal Process., 2004

Selecting the modeling order for the ESPRIT high resolution method: an alternative approach.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Approximated power iterations for fast subspace tracking.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Adaptive ESPRIT algorithm based on the PAST subspace tracker.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Sliding window orthonormal PAST algorithm.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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