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hal-00805705v1  Journal articles
Mehrdad YaghoobiSangnam NamRémi GribonvalMike E. Davies. Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (9), pp.2341-2355. ⟨10.1109/TSP.2013.2250968⟩
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hal-00716593v2  Journal articles
Raja GiryesSangnam NamMichael EladRémi GribonvalMike E. Davies. Greedy-Like Algorithms for the Cosparse Analysis Model
Linear Algebra and its Applications, Elsevier, 2014, Special Issue on Sparse Approximate Solution of Linear Systems, 441, pp.22--60. ⟨10.1016/j.laa.2013.03.004⟩
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inria-00602205v2  Journal articles
Sangnam NamMike E. DaviesMichael EladRémi Gribonval. The Cosparse Analysis Model and Algorithms
Applied and Computational Harmonic Analysis, Elsevier, 2013, 34 (1), pp.30--56. ⟨10.1016/j.acha.2012.03.006⟩
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hal-01178354v1  Documents associated with scientific events
Antoine BonnefoyValentin EmiyaLiva RalaivolaRémi Gribonval. Fast Solving of the Group-Lasso via Dynamic Screening
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
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inria-00544897v1  Conference papers
Rémi GribonvalSylvain Lesage. A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges
ESANN'06 proceedings - 14th European Symposium on Artificial Neural Networks, Apr 2006, Bruges, Belgium. pp.323--330
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hal-00474328v1  Conference papers
Florent JailletRémi GribonvalMark PlumbleyHadi Zayyani. An L1 criterion for dictionary learning by subspace identification
Acoustics, Speech and Signal Processing, IEEE Conference on (ICASSP'10), Mar 2010, Dallas, United States. pp.5482--5485
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inria-00564509v1  Conference papers
Gilles GononRémi GribonvalFrédéric Bimbot. Decision trees with improved efficiency for fast speaker verification
9th European Conference on Speech Communication and Technology, Proceedings of (INTERSPEECH-2005), Sep 2005, Lisbonne, Portugal. pp.3077--3080
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inria-00544949v1  Journal articles
Elie-Laurent BenaroyaFrédéric BimbotRémi Gribonval. Audio Source Separation With a Single Sensor
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2006, 14 (1), pp.191--199. ⟨10.1109/TSA.2005.854110⟩
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inria-00544760v1  Conference papers
Prasad SudhakarRémi Gribonval. A sparsity-based method to solve the permutation indeterminacy in frequency domain convolutive blind source separation
ICA 2009, 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. ⟨10.1007/978-3-642-00599-2_43⟩
inria-00576640v1  Journal articles
Rémi GribonvalMorten Nielsen. Some Remarks on Nonlinear Approximation with Schauder Bases
East journal on approximations, Darba, 2001, 7 (3), pp.267-285
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inria-00564480v1  Conference papers
Lasse BorupMorten NielsenRémi Gribonval. Nonlinear approximation with redundant dictionaries
Acoustics, Speech and Signal Processing, 2005. ICASSP 2005. IEEE International Conference on, Mar 2005, Philadeplhia, PA, United States. pp.IV/261 -- IV/264, ⟨10.1109/ICASSP.2005.1415995⟩
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inria-00544764v1  Conference papers
Rémi GribonvalKarin Schnass. Dictionary Identifiability from Few Training Samples
European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland
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inria-00544971v1  Conference papers
Anna Llagostera CasanovasGianluca MonaciPierre VandergheynstRémi Gribonval. Blind Audiovisual Source Separation Based on Redundant Representations
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on,, Apr 2008, Las Vegas, Nevada, United States. pp.1841 -1844, ⟨10.1109/ICASSP.2008.4517991⟩
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inria-00541865v1  Journal articles
Ngoc DuongEmmanuel VincentRémi Gribonval. Under-determined reverberant audio source separation using a full-rank spatial covariance model
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010, 18 (7), pp.1830--1840. ⟨10.1109/TASL.2010.2050716⟩
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inria-00564758v1  Conference papers
Alexey OzerovRémi GribonvalPierrick PhilippeFrédéric Bimbot. Séparation voix / musique à partir d'enregistrements mono : quelques remarques sur le choix et l'adaptation des modèles
XXe colloque GRETSI (traitement du signal et des images), 6-9 septembre 2005, Sep 2005, Louvain-la-Neuve, Belgique
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inria-00541855v1  Journal articles
David K. HammondPierre VandergheynstRémi Gribonval. Wavelets on graphs via spectral graph theory
Applied and Computational Harmonic Analysis, Elsevier, 2011, 30 (2), pp.129--150. ⟨10.1016/j.acha.2010.04.005⟩
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inria-00541863v1  Conference papers
Ngoc DuongEmmanuel VincentRémi Gribonval. Under-determined convolutive blind source separation using spatial covariance models
Acoustics, Speech and Signal Processing, IEEE Conference on (ICASSP'10), Mar 2010, Dallas, United States. pp.9--12, ⟨10.1109/ICASSP.2010.5496284⟩
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hal-00541297v1  Journal articles
Rémi GribonvalKarin Schnass. Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$-Minimisation
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2010, 56 (7), pp.3523--3539. ⟨10.1109/TIT.2010.2048466⟩
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inria-00544985v1  Journal articles
Rémi GribonvalMorten Nielsen. Sparse Approximations in Signal and Image Processing - EDITORIAL
Signal Processing, Elsevier, 2006, special issue on Sparse Approximations in Signal and Image Processing, 86 (3), pp.415--416. ⟨10.1016/j.sigpro.2005.07.012⟩
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inria-00574784v1  Conference papers
Elie-Laurent BenaroyaLorcan McdonaghFrédéric BimbotRémi Gribonval. Non negative sparse representation for Wiener based source separation with a single sensor
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2003), Apr 2003, Hong-Kong, Hong Kong SAR China. pp.VI/613--VI/616, ⟨10.1109/ICASSP.2003.1201756⟩
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inria-00544776v1  Conference papers
Rémi GribonvalBoris MailhéHolger RauhutKarin SchnassPierre Vandergheynst. Average Case Analysis of Multichannel Thresholding
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, Apr 2007, Honolulu, Hawai, United States. pp.II-853 - II-856, ⟨10.1109/ICASSP.2007.366370⟩
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inria-00541412v1  Journal articles
Anna Llagostera CasanovasMonaci GianlucaPierre VandergheynstRémi Gribonval. Blind Audiovisual Source Separation Based on Sparse Redundant Representations
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2010, 12 (5), pp.358 -- 371. ⟨10.1109/TMM.2010.2050650⟩
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inria-00576221v1  Conference papers
Elie-Laurent BenaroyaRémi GribonvalFrédéric Bimbot. Représentations parcimonieuses pour la séparation de sources avec un seul capteur
XVIIIe colloque GRETSI (traitement du signal et des images), septembre 2001, Sep 2001, Toulouse, France. pp.434
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inria-00544766v1  Journal articles
Lasse BorupRémi GribonvalMorten Nielsen. Beyond coherence : recovering structured time-frequency representations
Applied and Computational Harmonic Analysis, Elsevier, 2008, 24 (1), pp.120-128. ⟨10.1016/j.acha.2007.09.002⟩
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inria-00576209v1  Conference papers
Michaël A. BetserGuillaume GravierRémi Gribonval. Extraction of information from video sound tracks - Can we detect simultaneous events?
Third Int. Workshop on Content-Based Multimedia Indexing, IRISA, Sep 2003, Rennes, France. pp.71--78