Roland Badeau

Sébastien Fenet, Roland Badeau, Gaël Richard. Reassigned Time-Frequency Representations of Discrete Time Signals and Application to the Constant Q Transform. Signal Processing, Elsevier, 2017, 132, pp.170-176. <10.1016/j.sigpro.2016.10.008>. <hal-01370542>

Simon Leglaive, Roland Badeau, Gaël Richard. Multichannel Audio Source Separation with Probabilistic Reverberation Priors. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016, 24 (12), pp.2453-2465. <hal-01370051>

Derry Fitzgerald, Antoine Liutkus, Roland Badeau. Projection-based demixing of spatial audio. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016. <hal-01260588v2>

Roland Badeau, Mark Plumbley. Multichannel high resolution NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2014, 22 (11), pp.1670-1680. <hal-01061578>

Benoît Fuentes, Roland Badeau, Gaël Richard. Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription. IEEE_J_ASLP, IEEE, 2013, 21 (9), pp.1854--1866. <hal-00945197>

Olivier Derrien, Roland Badeau, Gaël Richard. Parametric audio coding with exponentially damped sinusoids. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013, 21 (7), pp.1489-1501. <10.1109/TASL.2013.2255284>. <hal-00881698>

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Coding-based informed source separation: Nonnegative tensor factorization approach. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013, 21 (8), pp.1699-1712. <http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6508860>. <10.1109/TASL.2013.2260153>. <hal-00869603>

Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard. Informed source separation through spectrogram coding and data embedding. Signal Processing, Elsevier, 2012, 92 (8), pp.1937-1949. <10.1016/j.sigpro.2011.09.016>. <hal-00643957>

Romain Hennequin, Roland Badeau, Bertrand David. NMF with time-frequency activations to model non-stationary audio events. IEEE_J_ASLP, IEEE, 2011, 19 (4), pp.744--753. <hal-00945201>

Mathieu Lagrange, Roland Badeau, Bertrand David, Nancy Bertin, Olivier Derrien, et al.. Décompositions en éléments sonores et applications musicales. Traitement du Signal, Lavoisier, 2011, 28 (6), pp.665-689. <hal-00809496>

Romain Hennequin, Bertrand David, Roland Badeau. Beta-divergence as a subclass of Bregman divergence. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2011, 18 (2), pp.83--86. <hal-00945202>

Antoine Liutkus, Roland Badeau, Gaël Richard. Gaussian Processes for Underdetermined Source Separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2011, 59 (7), pp.3155 - 3167. <10.1109/TSP.2011.2119315>. <hal-00643951>

Emmanuel Vincent, Nancy Bertin, Roland Badeau. Adaptive harmonic spectral decomposition for multiple pitch estimation. IEEE Trans. on Audio, Speech and Language Processing, IEEE, 2010, 18 (3), pp.528--537. <inria-00544094>

Mathieu Lagrange, Martin Raspaud, Roland Badeau, Gaël Richard. Explicit Modeling of Temporal Dynamics within Musical Signals for Acoustical Unit Formation and Similarity. Pattern Recognition Letters (PRNSA), Elsevier, 2010, 31 (12), pp.1498--1506. <hal-00945198>

Bertrand David, Romain Hennequin, Jean-Louis Durrieu, Roland Badeau. Including parametric models in spectrogram decomposition. Journal of the Acoustical Society of America, Acoustical Society of America, 2010, 128 (4), pp.2310. <hal-00945286>

Nancy Bertin, Roland Badeau, Emmanuel Vincent. Enforcing Harmonicity and Smoothness in Bayesian Non-negative Matrix Factorization Applied to Polyphonic Music Transcription. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010, 18 (3), pp.538-549. <10.1109/TASL.2010.2041381>. <inria-00557088>

Valentin Emiya, Roland Badeau, Bertrand David. Multipitch estimation of piano sounds using a new probabilistic spectral smoothness principle. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010, 18 (6), pp.1643-1654. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5356234>. <10.1109/TASL.2009.2038819>. <inria-00510392>

Roland Badeau, Nancy Bertin, Emmanuel Vincent. Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (12), pp.1869-1881. <10.1109/TNN.2010.2076831>. <inria-00555984>

Jean-Loïc Le Carrou, François Gautier, Roland Badeau. Sympathetic string modes in the concert harp. Acta Acustica united with Acustica, Hirzel Verlag, 2009, 95 (4), pp.744--752. <hal-00945199>

Roland Badeau, Gaël Richard, Bertrand David. Fast and stable YAST algorithm for principal and minor subspace tracking. IEEE_J_SP, IEEE, 2008, 56 (8), pp.3437--3446. <hal-00945194>

Roland Badeau, Gaël Richard, Bertrand David. Performance of ESPRIT for estimating mixtures of complex exponentials modulated by polynomials. IEEE_J_SP, IEEE, 2008, 56 (2), pp.492--504. <hal-00945195>

Roland Badeau, Bertrand David, Gaël Richard. Cramér-Rao bounds for multiple poles and coefficients of quasipolynomials in colored noise. IEEE_J_SP, IEEE, 2008, 56 (8), pp.3458--3467. <hal-00945193>

Roland Badeau, Remy Boyer. MULTILINEAR SINGULAR VALUE DECOMPOSITION FOR STRUCTURED TENSORS. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2008, 30 (3). <hal-00575978>

Roland Badeau, Bertrand David, Gaël Richard. High resolution spectral analysis of mixtures of complex exponentials modulated by polynomials. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2006, 54 (4), pp.1341-1350. <10.1109/TSP.2006.870556>. <hal-00479781>

Roland Badeau, Bertrand David, Gaël Richard. A new perturbation analysis for signal enumeration in rotational invariance techniques. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2006, 54 (2), pp.450-458. <10.1109/TSP.2005.861899>. <hal-00479779>

Roland Badeau, Bertrand David, Gaël Richard. Fast Approximated Power Iteration Subspace Tracking. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (8), pp.2931-2941. <10.1109/TSP.2005.850378>. <hal-00479772>

Roland Badeau, Gaël Richard, Bertrand David. Sliding window adaptive SVD algorithms. IEEE_J_SP, IEEE, 2004, 52 (1), pp.1--10. <hal-00945196>

Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Amplitude and Phase Dereverberation of Harmonic Signals. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548475>

Simon Leglaive, Roland Badeau, Gaël Richard. Séparation de sources audio en milieu réverbérant : Factorisation en matrices non-négatives et représentation temporelle du mélange convolutif. Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. 2017, Actes du XXVIème Colloque GRETSI. <http://gretsi.fr/colloque2017/>. <hal-01540481>

Umut Simsekli, Alain Durmus, Roland Badeau, Gaël Richard, Eric Moulines, et al.. Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416357>

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548508>

Jean-Marie Nicolas, Roland Badeau. Histoire de la transformée de Mellin. Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. 2017, Actes du XXVIème Colloque GRETSI. <http://gretsi.fr/colloque2017/>. <hal-01540479>

Yousra Bekhti, Roland Badeau, Alexandre Gramfort. Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging. 25th European Signal Processing Conference (EUSIPCO) , Aug 2017, Kos, Greece. 2017, Proc. of 25th European Signal Processing Conference (EUSIPCO) <http://www.eusipco2017.org/>. <hal-01531238>

Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Amplitude and Phase Dereverberation of Monocomponent Signals. 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. 2017, Proc. of 25th European Signal Processing Conference (EUSIPCO). <http://www.eusipco2017.org/>. <hal-01531259>

Paul Magron, Roland Badeau, Bertrand David. Phase-dependent anisotropic Gaussian model for audio source separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017, Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416355>

Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF for Robust Nonnegative Source Separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548488>

Simon Leglaive, Roland Badeau, Gaël Richard. Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548469>

Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard. Alpha-Stable Multichannel Audio Source Separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017, Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416366>

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Sketching for nearfield acoustic imaging of heavy-tailed sources. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Lecture Notes in Computer Science, 10169, pp.80-88, 2017, Latent Variable Analysis and Signal Separation 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings. <http://www.lva-ica-2017.com>. <10.1007/978-3-319-53547-0_8>. <hal-01401988>

Simon Leglaive, Roland Badeau, Gaël Richard. Semi-Blind Student's t Source Separation for Multichannel Audio Convolutive Mixtures. 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. 25th European Signal Processing Conference (EUSIPCO, 2017, Proc. of 25th European Signal Processing Conference (EUSIPCO). <http://www.eusipco2017.org/>. <hal-01531243>

Simon Leglaive, Roland Badeau, Gaël Richard. Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, La Nouvelle Orléans, LA, United States. 2017, Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416347>

Laurent Girin, Roland Badeau. On the Use of Latent Mixing Filters in Audio Source Separation. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. LNCS 10169, pp.225-235, 2017, Proc. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017). <http://www.lva-ica-2017.com/>. <hal-01400965>

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Scalable Source Localization with Multichannel Alpha-Stable Distributions. 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. 2017, Proc. of 25th European Signal Processing Conference (EUSIPCO). <http://www.eusipco2017.org/>. <hal-01531252>

Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF : un modèle robuste de séparation de sources non-négatives. Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. 2017, Actes du XXVIème Colloque GRETSI. <http://gretsi.fr/colloque2017/>. <hal-01540484>

Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort. M/EEG source localization with multi-scale time-frequency dictionaries. 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2016, Trento, Italy. 2016, <http://prni2016.wix.com/prni2016>. <10.1109/PRNI.2016.7552337>. <hal-01313567v2>

Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert. Anechoic phase estimation from reverberant signals. 15th International Workshop on Acoustic Signal Enhancement (IWAENC), Sep 2016, Xi’an, China. Proc. of 15th International Workshop on Acoustic Signal Enhancement (IWAENC). <http://www.iwaenc2016.org/>. <hal-01337860>

Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort. M/EEG source localization with multi-scale time-frequency dictionaries. 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2016, Trento, Italy. 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2016, <http://prni2016.wix.com/prni2016>. <hal-01306605>

Alain Durmus, Umut Simsekli, Eric Moulines, Roland Badeau, Gaël Richard. Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo. Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Dec 2016, Barcelone, Spain. Proceedings of the 30th Annual Conference on Neural Information Processing Systems (NIPS), 2016, <https://nips.cc/>. <hal-01354064>

Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil. Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, 2016. <hal-01248011>

Paul Magron, Roland Badeau, Bertrand David. Complex NMF under phase constraints based on signal modeling: application to audio source separation. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP.2016)), Mar 2016, Shanghai, China. IEEE, Proceedings of 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), 2016. <hal-01248013>

Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert. Blind estimation of room acoustic parameters using kernel regression. AES 60th Conference, Feb 2016, Leuven, Belgium. AES 60th Conference, 2016. <hal-01248010>

Derry Fitzgerald, Antoine Liutkus, Roland Badeau. PROJET - Spatial Audio Separation Using Projections. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, Proceedings of the 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016. <hal-01248014>

Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron. Common Fate Model for Unison source Separation. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, 2016, Proceedings of the 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP). <hal-01248012>

Simon Leglaive, Roland Badeau, Gaël Richard. Autoregressive Moving Average Modeling of Late Reverberation in the Frequency Domain. EURASIP. European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. 2016, Proc. of European Signal Processing Conference (EUSIPCO). <http://www.eusipco2016.org/>. <hal-01322937v2>

Elliot Creager, Noah Stein, Roland Badeau, Philippe Depalle. Nonnegative tensor factorization with frequency modulation cues for blind audio source separation. 17th International Society for Music Information Retrieval (ISMIR) Conference, Aug 2016, New York, NY, United States. Proc. of 17th International Society for Music Information Retrieval (ISMIR) Conference. <https://wp.nyu.edu/ismir2016/>. <hal-01316485>

Umut Simsekli, Roland Badeau, Taylan Cemgil, Gaël Richard. Stochastic Quasi-Newton Langevin Monte Carlo. International Conference on Machine Learning (ICML), Jun 2016, New York, NY, United States. International Conference on Machine Learning (ICML), 2016, <http://icml.cc/2016/>. <hal-01306596>

Paul Magron, R. Badeau, B. David. Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration. EUSIPCO, Aug 2015, Nice, France. 2015. <hal-01206804>

Antoine Liutkus, Roland Badeau. Generalized Wiener filtering with fractional power spectrograms. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. IEEE, 2015. <hal-01110028v2>

Antoine Liutkus, Derry Fitzgerald, Roland Badeau. Cauchy Nonnegative Matrix Factorization. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. <hal-01170924>

Paul Magron, Roland Badeau, Bertrand David. PHASE RECONSTRUCTION OF SPECTROGRAMS BASED ON A MODEL OF REPEATED AUDIO EVENTS. IEEE. Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. pp.5, 2015, <http://www.waspaa.com/>. <hal-01219637>

Simon Leglaive, R. Badeau, Gaël Richard. A priori probabiliste anéchoïque pour la séparation sous-déterminée de sources sonores en milieu réverbérant. Colloque GRETSI, Sep 2015, Lyon, France. 2015. <hal-01206808>

Simon Leglaive, Roland Badeau, Gaël Richard. MULTICHANNEL AUDIO SOURCE SEPARATION WITH PROBABILISTIC REVERBERATION MODELING. IEEE. Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. pp.5, 2015, <http://www.waspaa.com/>. <hal-01219635>

Paul Magron, Roland Badeau, Bertrand David. Phase recovery in NMF for audio source separation: an insightful benchmark. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. pp.81-85, 2015. <hal-01110032>

Simon Leglaive, Romain Hennequin, Roland Badeau. Singing voice detection with deep recurrent neural networks. IEEE. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. pp.121-125, 2015. <hal-01110035>

Holger Kirchhoff, Roland Badeau, Simon Dixon. Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, Italy. IEEE, pp.1591-1595, 2014. <hal-00945295>

Benoît Fuentes, Roland Badeau, Gaël Richard. Controlling the Convergence Rate to Help Parameter Estimation in a PLCA-based Model. EUSIPCO, Sep 2014, Lisbon, Portugal. 5 p., 2014. <hal-01061572>

Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gael Richard. Template adaptation for improving automatic music transcription. ISMIR 2014 The 15th International Society for Music Information Retrieval Conference, Oct 2014, Taipei, Taiwan. Proceedings of the 15th Conference of the International Society for Music Information Retrieval (ISMIR 2014), pp.6, 2014. <hal-01083552>

Roland Badeau, Mark. D. Plumbley. Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain. WASPAA, 2013, New Paltz, New York, United States. IEEE, 2013. <hal-00945278>

Roland Badeau, Angélique Dremeau. Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). ICASSP, 2013, Vancouver, Canada. IEEE, pp.6171--6175, 2013. <hal-00945276>

Roland Badeau, Mark. D. Plumbley. Probabilistic Time-Frequency Source-Filter Decomposition of Non-Stationary Signals. EUSIPCO, 2013, Marrakech, Morocco. 2013. <hal-00945277>

Thomas Fillon, Jacques Prado, Roland Badeau. Outil d'analyse temps-fréquence multi-résolution appliqué aux signaux audio. Colloque GRETSI 2013, 2013, Brest, France. 2013. <hal-00945239>

Roland Badeau, Alexey Ozerov. Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. 2013. <hal-00870372>

Antoine Liutkus, Roland Badeau, Gaël Richard. Low bitrate informed source separation of realistic mixtures. ICASSP, 2013, Vancouver, Canada. IEEE, pp.66--70, 2013, <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6637610>. <10.1109/ICASSP.2013.6637610>. <hal-00945299>

Remy Boyer, Roland Badeau, Gérard Favier. Fast multilinear SVD for structured tensors and applications to Harmonic analysis and Volterra serie. Assemblée Générale du GdR ISIS 2013, 2013, France. <hal-01006183>

Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard. Spatial coding-based informed source separation. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. 2012. <hal-00869618>

Benoît Fuentes, Roland Badeau, Gaël Richard. Blind Harmonic Adaptive Decomposition Applied to Supervised Source Separation. 20th European Signal Processing Conference (EUSIPCO), 2012, Bucharest, Romania. EURASIP, pp.2654--2658, 2012. <hal-00945288>

Benoît Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard. Probabilistic model for main melody extraction using constant-Q transform. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. IEEE, pp.5357--5360, 2012. <hal-00945290>

Charles Fox, Vitte Guillaume, Maurice Charbit, Prado Jacques, Roland Badeau, et al.. A SUBBAND HYBRID BEAMFORMING FOR IN-CAR SPEECH ENHANCEMENT. 20th European Signal Processing Conference 2012 (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.11-15, 2012. <hal-00737550>

Nicolas Sturmel, Antoine Liutkus, Jonathan Pinel, Laurent Girin, Sylvain Marchand, et al.. Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions. 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594, 2012. <hal-00790783>

Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, et al.. Informed Audio Source Separation: A Comparative Study. 20th European Signal Processing Conference (EUSIPCO-2012), Aug 2012, Bucarest, Romania. pp.n/c, 2012. <hal-00809525>

Sylvain Marchand, Roland Badeau, Cléo Baras, Laurent Daudet, Dominique Fourer, et al.. DReaM: A Novel System for Joint Source Separation and Multi-Track Coding. 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers, 2012. <hal-00809503>

Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard. Adaptive filtering for music/voice separation exploiting the repeating musical structure. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. IEEE, pp.53--56, 2012, <http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6287815>. <10.1109/ICASSP.2012.6287815>. <hal-00945300>

Romain Hennequin, Roland Badeau, Bertrand David. Scale-invariant probabilistic latent component analysis. Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011, New Paltz, New York, United States. pp.129--132, 2011. <hal-00945291>

Roland Badeau. Gaussian modeling of mixtures of non-stationary signals in the time-frequency domain (HR-NMF). Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011, New Paltz, New York, United States. pp.253--256, 2011. <hal-00945270>

Romain Hennequin, Bertrand David, Roland Badeau. Score informed audio source separation using a parametric model of non-negative spectrogram. Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011, Prague, Czech Republic. 2011. <hal-00945294>

Antoine Liutkus, Roland Badeau, Gaël Richard. Multidimensional Signal Separation with Gaussian Processes. Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.401-404, 2011, <10.1109/SSP.2011.5967715>. <hal-00643944>

Olivier Derrien, Roland Badeau, Gaël Richard. Entropy-constrained quantization of exponentially damped sinusoids parameters. 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.4064-4067, 2011, <10.1109/ICASSP.2011.5947245>. <hal-00881717>

Benoit Fuentes, Roland Badeau, Gaël Richard. Adaptive harmonic decomposition using shift-invariant PLCA. Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011, Prague, Czech Republic. 2011. <hal-00945289>

Benoit Fuentes, Roland Badeau, Gaël Richard. Analyse des structures harmoniques dans les signaux audio : modéliser les variations de hauteur et d'enveloppe spectrale. Actes du XXIIIème Colloque GRETSI, 2011, Bordeaux, France. 2011. <hal-00945240>

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Informed source separation: source coding meets source separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States. 2011. <inria-00610526>

Roland Badeau, Nancy Bertin, Emmanuel Vincent. Stability analysis of multiplicative update algorithms for non-negative matrix factorization. IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. 4 p., 2011. <hal-00557789>

Remy Boyer, Roland Badeau, Gérard Favier. Fast Orthogonal Decomposition of Volterra Cubic Kernels using Oblique Unfolding. 36th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'11), 2011, France. 2011. <hal-00576019>

Romain Hennequin, Roland Badeau, Bertrand David. Spectral similarity measure invariant to pitch shifting and amplitude scaling. Société Française d'Acoustique - SFA. 10ème Congrès Français d'Acoustique, Apr 2010, Lyon, France. 2010. <hal-00551177>

Romain Hennequin, Roland Badeau, Bertrand David. NMF with time-frequency activations to model non-stationary audio events. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010, Dallas, Texas, United States. pp.445--448, 2010. <hal-00945293>

Mathieu Lagrange, Roland Badeau, Bertrand David, Nancy Bertin, Jose Echeveste, et al.. The DESAM toolbox: spectral analysis of musical audio. International Conference on Digital Audio Effects (DAFx), Sep 2010, Graz, Austria. pp.254-261, 2010. <hal-00523319>

Mathieu Lagrange, Roland Badeau, Gaël Richard. Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010, Dallas, Texas, United States. pp.405--408, 2010. <hal-00945296>

Antoine Liutkus, Roland Badeau, Gaël Richard. Informed Source Separation Using Latent Components. Vincent Vigneron and Vicente Zarzoso and Eric Moreau and Rémi Gribonval and Emmanuel Vincent. Latent Variable Analysis and Signal Separation, 2010, Saint Malo, France. Springer, 6365, pp.498--505, 2010, Lecture Notes in Computer Science. <http://link.springer.com/chapter/10.1007%2F978-3-642-15995-4_62>. <10.1007/978-3-642-15995-4_62>. <hal-00945298>

Romain Hennequin, Roland Badeau, Bertrand David. Time-dependent parametric and harmonic templates in non-negative matrix factorization. Proc. of the 13th International Conference on Digital Audio Effects (DAFx), 2010, Graz, Austria. 2010. <hal-00945292>

Roland Badeau, Valentin Emiya, Bertrand David. Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. 2009, <10.1109/ICASSP.2009.4960273>. <inria-00452607>

Nancy Bertin, Emmanuel Vincent, Roland Badeau. Fast Bayesian constrained NMF for polyphonic pitch transcription. Music Information Retrieval Evaluation eXchange (MIREX). International Society for Music Information Retrieval., Oct 2009, Kobe, Japan. 2009. <inria-00601353>

Nancy Bertin, Emmanuel Vincent, Roland Badeau. Fast Bayesian NMF algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription. WASPAA, Oct 2009, New Paltz, United States. pp.29-32, 2009. <inria-00601355>

Nancy Bertin, Cédric Févotte, Roland Badeau. A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009, Taipei, Taiwan. pp.1545--1548, 2009. <hal-00945283>

Valentin Emiya, Roland Badeau, Bertrand David. Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. Proc. Eur. Conf. Sig. Proces. (EUSIPCO), Aug 2008, Lausanne, Switzerland. 2008, <http://www.eurasip.org/Proceedings/Eusipco/Eusipco2008/papers/1569102202.pdf>. <inria-00452620>

Emmanuel Vincent, Nancy Bertin, Roland Badeau. Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription. 2008 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Mar 2008, Las Vegas, United States. pp.109--112, 2008. <inria-00544183>

Roland Badeau, Bertrand David. Weighted maximum likelihood autoregressive and moving average spectrum modeling. Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2008, Las Vegas, Nevada, United States. pp.3761--3764, 2008. <hal-00945273>

Valentin Emiya, Roland Badeau, Bertrand David. Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. 2008 Music Information Retrieval Evaluation eXchange (MIREX), Sep 2008, Philadelphia, PA, United States. 2008, <http://www.music-ir.org/mirex/abstracts/2008/080914_MIREX08_emiya.pdf>. <inria-00545769>

Bertrand David, Roland Badeau. Fast sequential LS estimation for sinusoidal modeling and decomposition of audio signals. Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2007, New Paltz, New York, United States. pp.211--214, 2007. <hal-00945284>

Jean-Loïc Le Carrou, François Gautier, Roland Badeau. Theoretical and experimental investigations of harp's sympathetic modes. Proc. of International Congress on Acoustics (ICA), 2007, Madrid, Spain. 2007. <hal-00945297>

Valentin Emiya, Bertrand David, Roland Badeau. A Parametric Method for Pitch Estimation of Piano Tones. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2007, Honolulu, United States. pp.249-252, 2007, <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4217063&tag=1>. <10.1109/ICASSP.2007.366663>. <inria-00544147>

Valentin Emiya, Roland Badeau, Bertrand David. Multipitch estimation of quasi-harmonic sounds in colored noise. 10th Int. Conf. on Digital Audio Effects (DAFx-07), Sep 2007, Bordeaux, France. 2007, <http://dafx.labri.fr/main/papers/p093.pdf>. <inria-00545615>

Bertrand David, Roland Badeau, Nancy Bertin, Valentin Emiya, Gaël Richard. Multipitch detection for piano music: Benchmarking a few approaches. 154th Meeting of the Acoustical Society of America, Nov 2007, New Orleans, United States. 2007, <10.1121/1.2942555>. <inria-00545065>

Roland Badeau, Bertrand David, Gaël Richard. Conjugate gradient algorithms for minor subspace analysis. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2007, Honolulu, Hawaii, United States. 3, pp.1013--1016, 2007. <hal-00945274>

Nancy Bertin, Roland Badeau, Gaël Richard. Blind signal decompositions for automatic transcription of polyphonic music: NMF and K-SVD on the benchmark. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2007, Honolulu, Hawaii, United States. 1, pp.65--68, 2007. <hal-00945282>

Remy Boyer, Roland Badeau. ADAPTIVE MULTILINEAR SVD FOR STRUCTURED TENSORS. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), 2006, Toulouse, France. 2006. <hal-00577274>

Jon Altuna, Bernie Mulgrew, Roland Badeau, Vicente Atxa. A Fast Adaptive Method for Subspace Based Blind Channel Estimation. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2006, Toulouse, France. 4, pp.1121--1124, 2006. <hal-00945268>

Bertrand David, Valentin Emiya, Roland Badeau, Yves Grenier. Harmonic Plus Noise Decomposition: Time-frequency Reassignment Versus a Subspace Based Method. 120th AES Convention, May 2006, Paris, France. 2006, <http://www.aes.org/e-lib/browse.cfm?elib=13448>. <inria-00545041>

Jean-Loïc Le Carrou, François Gautier, Roland Badeau. Analyse des modes de cordes couplées d'une harpe par une méthode à haute résolution. Actes du 8ème Congrès Français d'Acoustique (CFA), 2006, Tours, France. 2006. <hal-00945241>

Roland Badeau, Bertrand David, Gaël Richard. YAST Algorithm for Minor Subspace Tracking. International Conference on Acoustics, Speech, and Signal Processing ICASSP'06, 2006, Toulouse, France. III, pp.552-555, 2006. <hal-00479782>

Bertrand David, Roland Badeau, Gaël Richard. HRHATRAC Algorithm for Spectral Line Tracking of Musical Signals. International Conference on Acoustics, Speech, and Signal Processing ICASSP'06, 2006, Toulouse, France. III, pp.45-48, 2006. <hal-00479785>

R. Badeau, B. David, G. Richard. Yet Another Subspace Tracker. ICASSP'05, 2005, Philadelphie, United States. 4, pp.329-332, 2005. <hal-00477666>

Roland Badeau, Gaël Richard, Bertrand David. Fast adaptive ESPRIT algorithm. Proc. of IEEE Workshop on Statistical Signal Processing (SSP), 2005, Bordeaux, France. 2005. <hal-00945279>

Roland Badeau, Bertrand David, Gaël Richard. Yet Another Subspace Tracker. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2005, Philadelphia, Pennsylvania, United States. 4, pp.329-332, 2005. <hal-00960792>

Roland Badeau, Bertrand David, Gaël Richard. Selecting the modeling order for the ESPRIT high resolution method: an alternative approach. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2004, Montréal, Québec, Canada. 2, pp.1025--1028, 2004. <hal-00945275>

Miguel Alonso Arevalo, Roland Badeau, Bertrand David, Gaël Richard. Musical tempo estimation using noise subspace projections. Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2003, New Paltz, New York, United States. pp.95--98, 2003. <hal-00945267>

Roland Badeau, Gaël Richard, Bertrand David. Suivi d'espace dominant par la méthode des puissances itérées. Actes du colloque GRETSI, 2003, Paris, France. 1, pp.137--140, 2003. <hal-00945238>

Roland Badeau, Karim Abed-Meraim, Gaël Richard, Bertrand David. Sliding Window Orthonormal PAST Algorithm. Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003, Hong Kong, China. 5, pp.261--264, 2003. <hal-00945271>

Roland Badeau, Gaël Richard, Bertrand David. Adaptive ESPRIT algorithm based on the PAST subspace tracker. Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003, Hong Kong, China. 6, pp.229--232, 2003. <hal-00945280>

Roland Badeau, Gaël Richard, Bertrand David, Karim Abed-Meraim. Approximated power iterations for fast subspace tracking. Proc. of the 7th International Symposium on Signal Processing and its Applications (ISSPA), 2003, Paris, France. 2, pp.583--586, 2003. <hal-00945281>

Bertrand David, Gaël Richard, Roland Badeau. An EDS modelling tool for tracking and modifying musical signals. Proc. of Stockholm Music Acoustics Conference (SMAC), 2003, Stockholm, Sweden. 2, pp.715--718, 2003. <hal-00945287>

Roland Badeau, Rémy Boyer, Bertrand David. EDS parametric modeling and tracking of audio signals. Proc. of the 5th International Conference on Digital Audio Effects (DAFx), 2002, Hambourg, Germany. pp.139--144, 2002. <hal-00945272>

Bertrand David, Roland Badeau, Gaël Richard. Sintrack analysis for tracking components of musical signals. Proc. of the Forum Acusticum, 2002, Séville, Spain. 2002. <hal-00945285>

Jean-Marie Nicolas, Alain Maruani, Roland Badeau. Les moments d'ordre inférieur: Principes et application au filtrage des images RSO. Actes du 12ème congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), 2000, Paris, France. 3, pp.27--36, 2000. <hal-00945242>

Laurent Girin, Antoine Liutkus, Gaël Richard, Roland Badeau. Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant. Institut Polytechnique de Grenoble et Institut Télécom, Télécom ParisTech. 2010. <hal-00945254>

Emmanuel Vincent, Nancy Bertin, Roland Badeau. Two nonnegative matrix factorization methods for polyphonic pitch transcription. 2007 Music Information Retrieval Evaluation eXchange (MIREX). 2007. <inria-00544213>

Roland Badeau, Gaël Richard, Bertrand David. Procédé de poursuite d'un sous-espace de dimension inférieure à celle des vecteurs de données, notamment audio. Télécom ParisTech, Paris, France. 2005. <hal-00945253>

Olivier Derrien, Roland Badeau, Gaël Richard. Calculation of an entropy-constrained quantizer for exponentially damped sinudoids parameters. OR 20. Technical report, 5 pages. 2010. <hal-00490864>

Roland Badeau. Preservation of whiteness in spectral and time-frequency transforms of second order processes. [Research Report] Institut Mines-Télécom, Télécom ParisTech, CNRS LTCI. 2016. <hal-01252189>

Paul Magron, Roland Badeau, Antoine Liutkus. Generalized Wiener filtering for positive alpha-stable random variables. [Research Report] 2016D000, Télécom ParisTech. 2016. <hal-01340797>

Paul Magron, Roland Badeau, Bertrand David. An iterative algorithm for recovering the phase of complex components from their mixture. [Research Report] Télécom ParisTech. 2016. <hal-01325625v4>

Romain Hennequin, Bertrand David, Roland Badeau. Scale-invariant probabilistic latent component analysis. 2014. <hal-00960765>

Roland Badeau, Antoine Liutkus. Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables. 2014. <hal-01069612>

Roland Badeau, Mark. D. Plumbley. Multichannel high resolution NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain. [Research Report] EECSRR-13-03, 2013. <hal-00945249>

Roland Badeau. High resolution NMF for modeling mixtures of non-stationary signals in the time-frequency domain. 2012. <hal-00786192>

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach. [Research Report] 2012, pp.18. <hal-00734022v3>

Valentin Emiya, Nancy Bertin, Bertrand David, Roland Badeau. MAPS - A piano database for multipitch estimation and automatic transcription of music. [Research Report] 2010, pp.11. <inria-00544155>

Roland Badeau, Nancy Bertin, Emmanuel Vincent. Supporting document for the paper "Stability analysis of multiplicative update algorithms and application to non-negative matrix factorization". [Technical Report] 2009. <inria-00601349>

Emmanuel Vincent, Nancy Bertin, Roland Badeau. Adaptive harmonic spectral decomposition for multiple pitch estimation. [Research Report] PI 1919, 2009, pp.15. <inria-00350163v3>

Roland Badeau, Gaël Richard, Bertrand David. Performance of ESPRIT for Estimating Mixtures of Complex Exponentials Modulated by Polynomials: Supporting Document. 2007. <hal-00180015v2>

Roland Badeau. Technical Report on Audio and Speech Processing. [Research Report] 2006. <hal-00945247>

Roland Badeau. Transformation de Mellin: aspects numériques et dérivation fractionnaire. Application aux lois des variables aléatoires positives.. [Rapport de recherche] 1999. <hal-00945248>

Roland Badeau. Méthodes à haute résolution pour l'estimation et le suivi de sinusoïdes modulées. Application aux signaux de musique. Traitement du signal et de l'image. Télécom ParisTech, 2005. Français. <tel-00009321>

Roland Badeau. Analyse spectrale à haute résolution et décompositions non-négatives appliquées au traitement des signaux de musique. Traitement du signal et de l'image. Université Pierre et Marie Curie - Paris VI, 2010. <tel-00945245>