Bibliography

Major publications by the team in recent years

1S. Arberet.

Estimation robuste et apprentissage aveugle de modèles pour la séparation de sources sonores, Université de Rennes I, december 2008.
2L. Borup, R. Gribonval, M. Nielsen.

Beyond coherence : recovering structured time-frequency representations, in: Appl. Comput. Harmon. Anal., 2008, vol. 24, n^o 1, p. 120–128.
3M. Davies, R. Gribonval.

On Lp minimisation, instance optimality, and restricted isometry constants for sparse approximation, in: Proc. SAMPTA'09 (Sampling Theory and Applications), Marseille, France, may 2009.
4M. Davies, R. Gribonval.

Restricted Isometry Constants where $_e l l^{p}$ sparse recovery can fail for $0 < p \leq 1$ , in: IEEE Trans. Inform. Theory, May 2009, vol. 55, n^o 5, p. 2203–2214.
5M. Davies, R. Gribonval.

The Restricted Isometry Property and $_e l l^{p}$ sparse recovery failure, in: Proc. SPARS'09 (Signal Processing with Adaptive Sparse Structured Representations), Saint-Malo, France, April 2009.
6S. Galliano, E. Geoffrois, D. Mostefa, K. Choukri, J.-F. Bonastre, G. Gravier.

The ESTER Phase II Evaluation Campaign for the Rich Transcription of French Broadcast News, in: European Conference on Speech Communication and Technology, 2005.
7R. Gribonval, R. M. Figueras i Ventura, P. Vandergheynst.

A simple test to check the optimality of sparse signal approximations, in: EURASIP Signal Processing, special issue on Sparse Approximations in Signal and Image Processing, March 2006, vol. 86, n^o 3, p. 496–510.
8R. Gribonval.

Sur quelques problèmes mathématiques de modélisation parcimonieuse, Université de Rennes I, octobre 2007, Habilitation à Diriger des Recherches, spécialité “Mathématiques”.
9R. Gribonval, M. Nielsen.

On approximation with spline generated framelets, in: Constructive Approx., January 2004, vol. 20, n^o 2, p. 207–232.
10R. Gribonval, M. Nielsen.

Beyond sparsity : recovering structured representations by $ℓ^{1}$ -minimization and greedy algorithms, in: Advances in Computational Mathematics, January 2008, vol. 28, n^o 1, p. 23–41.
11R. Gribonval, H. Rauhut, K. Schnass, P. Vandergheynst.

Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms, in: J. Fourier Anal. Appl., December 2008, vol. 14, n^o 5, p. 655–687.
12R. Gribonval, K. Schnass.

Dictionary identifiability from few training samples, in: Proc. European Conf. on Signal Processing - EUSIPCO, August 2008.
13R. Gribonval, K. Schnass.

Some recovery conditions for basis learning by l1-minimization, in: 3rd IEEE International Symposium on Communications, Control and Signal Processing - ISCCSP 2008, March 2008, p. 768–773.
14R. Gribonval, P. Vandergheynst.

On the exponential convergence of Matching Pursuits in quasi-incoherent dictionaries, in: IEEE Trans. Information Theory, January 2006, vol. 52, n^o 1, p. 255–261.

http://dx.doi.org/10.1109/TIT.2005.860474
15R. Gribonval, K. Schnass.

Dictionary Identifiability - Sparse Matrix-Factorisation via $ℓ_{1}$ minimisation, in: IEEE Trans. Information Theory, jul 2010, vol. 56, n^o 7, p. 3523–3539.
16D. K. Hammond, P. Vandergheynst, R. Gribonval.

Wavelets on Graphs via Spectral Graph Theory, in: Applied and Computational Harmonic Analysis, 2010, submitted.
17S. Huet, G. Gravier, P. Sébillot.

Un modèle multi-sources pour la segmentation en sujets de journaux radiophoniques, in: Proc. Traitement Automatique des Langues Naturelles, 2008, p. 49–58.
18E. Kijak, G. Gravier, L. Oisel, P. Gros.

Audiovisual integration for tennis broadcast structuring, in: Multimedia Tools and Application, 2006, vol. 30, n^o 3, p. 289–312.
19B. Mailhé, R. Gribonval, F. Bimbot, P. Vandergheynst.

LocOMP: algorithme localement orthogonal pour l'approximation parcimonieuse rapide de signaux longs sur des dictionnaires locaux, in: Proc. GRETSI, Septembre 2009.
20B. Mailhé, R. Gribonval, P. Vandergheynst, F. Bimbot.

A low–complexity Orthogonal Matching Pursuit for Sparse Signal Approximation with Shift–Invariant Dictionaries, in: Proc. IEEE ICASSP, April 2009.
21B. Mailhé, S. Lesage, R. Gribonval, P. Vandergheynst, F. Bimbot.

Shift–invariant dictionary learning for sparse representations : extending K–SVD, in: Proc. European Conf. on Signal Processing - EUSIPCO, August 2008.
22B. Mailhé, R. Gribonval, P. Vandergheynst, F. Bimbot.

Fast orthogonal sparse approximation algorithms over local dictionaries, INRIA, feb 2010.

http://hal.archives-ouvertes.fr/hal-00460558/PDF/LocOMP.pdf
23A. Ozerov, P. Philippe, F. Bimbot, R. Gribonval.

Adaptation of Bayesian models for single channel source separation and its application to voice / music separation in popular songs, in: IEEE Trans. Audio, Speech and Language Processing, juillet 2007, vol. 15, n^o 5, p. 1564–1578.
24A. Rosenberg, F. Bimbot, S. Parthasarathy.

36, in: Overview of Speaker Recognition, Springer, 2008, p. 725–741.
25K. Schnass, R. Gribonval.

Basis Identification from Random Sparse Samples, in: Proc. SPARS'09 (Signal Processing with Adaptive Sparse Structured Representations), Saint-Malo, France, April 2009.
26P. Sudhakar, R. Gribonval.

A sparsity-based method to solve the permutation indeterminacy in frequency domain convolutive blind source separation, in: ICA 2009, 8th International Conference on Independent Component Analysis and Signal Separation, Paraty, Brazil, March 2009.
27P. Sudhakar, R. Gribonval.

Sparse filter models for solving permutation indeterminacy in convolutive blind source separation, in: Proc. SPARS'09 (Signal Processing with Adaptive Sparse Structured Representations), Saint-Malo, France, April 2009.
28E. Vincent, R. Gribonval, C. Févotte.

Performance measurement in Blind Audio Source Separation, in: IEEE Trans. Speech, Audio and Language Processing, 2006, vol. 14, n^o 4, p. 1462–1469.

http://dx.doi.org/10.1109/TSA.2005.858005
29E. Vincent, M. D. Plumbley.

Low bitrate object coding of musical audio using bayesian harmonic models, in: IEEE Trans. on Audio, Speech and Language Processing, 2007, vol. 15, n^o 4, p. 1273–1282.

Publications of the year

Doctoral Dissertations and Habilitation Theses

30N. Duong.

Modélisation gaussienne de rang plein des mélanges audio convolutifs appliquée à la séparation de sources, Université Rennes 1, November 2011.

http://hal.inria.fr/tel-00646419/en
31A. Muscariello.

Découverte de motifs variables dans les grandes volumes de données audio., Université Rennes 1, January 2011.

http://hal.inria.fr/tel-00642956/en
32P. Sudhakara.

Modèles Parcimonieux et Optimisation Convexe pour la Séparation Aveugle de Sources Convolutives, Université Rennes 1, February 2011.

http://hal.inria.fr/tel-00586610/en

Articles in International Peer-Reviewed Journal

33C. Blandin, A. Ozerov, E. Vincent.

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering, in: Signal Processing, October 2011.

http://hal.inria.fr/inria-00630994/en
34V. Emiya, E. Vincent, N. Harlander, V. Hohmann.

Subjective and objective quality assessment of audio source separation, in: IEEE Transactions on Audio, Speech, and Language Processing, September 2011, vol. 19, n^o 7, p. 2046-2057. [ DOI : 10.1109/TASL.2011.2109381 ]

http://hal.inria.fr/inria-00567152/en
35R. Gribonval.

Should penalized least squares regression be interpreted as Maximum A Posteriori estimation?, in: IEEE Transactions on Signal Processing, May 2011, vol. 59, n^o 5, p. 2405-2410, To appear in IEEE Transactions on Signal Processing. [ DOI : 10.1109/TSP.2011.2107908 ]

http://hal.inria.fr/inria-00486840/en
36D. K. Hammond, P. Vandergheynst, R. Gribonval.

Wavelets on graphs via spectral graph theory, in: Applied and Computational Harmonic Analysis, March 2011, vol. 30, n^o 2, p. 129–150. [ DOI : 10.1016/j.acha.2010.04.005 ]

http://hal.inria.fr/inria-00541855/en
37B. Mailhé, R. Gribonval, P. Vandergheynst, F. Bimbot.

Fast orthogonal sparse approximation algorithms over local dictionaries, in: Signal Processing, January 2011. [ DOI : 10.1016/j.sigpro.2011.01.004 ]

http://hal.inria.fr/hal-00460558/en
38A. Ozerov, W. B. Kleijn.

Asymptotically optimal model estimation for quantization, in: IEEE Transactions on Communications, 2011, vol. 59, n^o 4, p. 1031-1042.

http://hal.inria.fr/inria-00553532/en
39A. Ozerov, E. Vincent, F. Bimbot.

A General Flexible Framework for the Handling of Prior Information in Audio Source Separation, in: IEEE Transactions on Audio, Speech and Language Processing, September 2011, p. 1 - 16, 16.

http://hal.inria.fr/hal-00626962/en
40V. Vigneron, V. Zarzoso, R. Gribonval, E. Vincent.

Preface to the special issue on latent variable analysis and signal separation, in: Signal Processing, January 2012.

http://hal.inria.fr/hal-00658459/en
41E. Vincent, S. Araki, F. J. Theis, G. Nolte, P. Bofill, H. Sawada, A. Ozerov, B. V. Gowreesunker, D. Lutter, N. Duong.

The Signal Separation Evaluation Campaign (2007-2010): Achievements and Remaining Challenges, in: Signal Processing, October 2011.

http://hal.inria.fr/inria-00630985/en
42J. Wu, E. Vincent, S. Raczynski, T. Nishimoto, N. Ono, S. Sagayama.

Polyphonic pitch estimation and instrument identification by joint modeling of sustained and attack sounds, in: IEEE Journal of Selected Topics in Signal Processing, May 2011, vol. 5, n^o 6, p. 1124-1132.

http://hal.inria.fr/inria-00594965/en

Invited Conferences

43E. Vincent.

A general flexible probabilistic framework for audio source separation, in: Workshop "Computational Audition", Delmenhorst, Germany, October 2011.

http://hal.inria.fr/hal-00646367/en
44E. Vincent.

Music source separation, in: 14th International Conference on Digital Audio Effects (DAFx-11), Paris, France, September 2011.

http://hal.inria.fr/inria-00614275/en

International Conferences with Proceedings

45K. Adiloglu, E. Vincent.

An Uncertainty Estimation Approach for the Extraction of Source Features in Multisource Recordings, in: European Signal Processing Conference (Eusipco 11), Barcelona, Spain, Centre Tecnològic de Telecomunicacions de Catalunya, Universitat Politècnica de Catalunya, August 2011.

http://hal.inria.fr/inria-00597615/en
46K. Adiloglu, E. Vincent.

A General Variational Bayesian Framework for Robust Feature Extraction in Multisource Recordings, in: IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, March 2012.

http://hal.inria.fr/hal-00656613/en
47A. Adler, V. Emiya, M. Jafari, M. Elad, R. Gribonval, M. D. Plumbley.

A Constrained Matching Pursuit Approach to Audio Declipping, in: Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), Prague, Czech Republic, IEEE, May 2011. [ DOI : 10.1109/ICASSP.2011.5946407 ]

http://hal.inria.fr/inria-00557021/en
48S. Araki, F. Nesta, E. Vincent, Z. Koldovsky, G. Nolte, A. Ziehe, A. Benichoux.

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio source separation -, in: 10th Int. Conf. on Latent Variable Analysis and Signal Separation (LVA/ICA), Tel Aviv, Israel, March 2012.

http://hal.inria.fr/hal-00655394/en
49S. Arberet, P. Sudhakar, R. Gribonval.

A Wideband Doubly-Sparse Approach for MITO Sparse Filter Estimation, in: Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), Prague, Czech Republic, IEEE, May 2011, To appear. [ DOI : 10.1109/ICASSP.2011.5947085 ]

http://hal.inria.fr/inria-00567210/en
50R. Badeau, N. Bertin, E. Vincent.

Stability analysis of multiplicative update algorithms for non-negative matrix factorization, in: International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, IEEE, May 2011, 4 p.

http://hal.inria.fr/hal-00557789/en
51A. Benichoux, P. Sudhakar, F. Bimbot, R. Gribonval.

Some uniqueness results in sparse convolutive source separation, in: International Conference on Latent Variable Analysis and Source Separation, Tel Aviv, Israel, Springer, March 2012.

http://hal.inria.fr/hal-00659913/en
52A. Benichoux, E. Vincent, R. Gribonval.

A compressed sensing approach to the simultaneous recording of multiple room impulse responses, in: WASPAA, United States, October 2011, 1 p.

http://hal.inria.fr/hal-00612911/en
53F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

Methodology and Resources for The Structural Segmentation of Music Pieces into Autonomous and Comparable Blocks, in: International Society for Music Information Retrieval Conference (ISMIR), Miami, United States, October 2011.
54C. Blandin, E. Vincent, A. Ozerov.

Multi-Source TDOA estimation using SNR-based angular spectra, in: 2011 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, May 2011, p. 2616 - 2619, Revised version including bugfixes in SNR-APR and MUSIC and in Figure 2 compared to the original version published by the IEEE..

http://hal.inria.fr/inria-00566706/en
55N. Duong, H. Tachibana, E. Vincent, N. Ono, R. Gribonval, S. Sagayama.

Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity, in: Acoustics, Speech and Signal Processing, IEEE Conference on (ICASSP'11), Prague, Czech Republic, January 2011. [ DOI : 10.1109/ICASSP.2011.5946376 ]

http://hal.inria.fr/inria-00557145/en
56N. Duong, E. Vincent, R. Gribonval.

An acoustically-motivated spatial prior for under-determined reverberant source separation, in: Acoustics, Speech and Signal Processing, IEEE Conference on (ICASSP'11), Prague, Czech Republic, February 2011. [ DOI : 10.1109/ICASSP.2011.5946315 ]

http://hal.inria.fr/inria-00566868/en
57R. Giryes, S. Nam, R. Gribonval, M. E. Davies.

Iterative Cosparse Projection Algorithms for the Recovery of Cosparse Vectors, in: The 19th European Signal Processing Conference (EUSIPCO-2011), Barcelona, Spain, 2011.

http://hal.inria.fr/inria-00611592/en
58R. Gribonval, G. Chardon, L. Daudet.

BLIND CALIBRATION FOR COMPRESSED SENSING BY CONVEX OPTIMIZATION, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, 2012.

http://hal.inria.fr/hal-00658579/en
59G. Le-Jan, Y. Benezeth, G. Gravier, F. Bimbot.

A study on auditory feature spaces for speech-driven lip animation, in: Interspeech, Florence, Italy, August 2011.

http://hal.inria.fr/inria-00598314/en
60A. Muscariello, G. Gravier, F. Bimbot.

An efficient method for the unsupervised discovery of signalling motifs in large audio streams, in: International Workshop on Content-Based Multimedia Indexing, Madrid, Spain, June 2011.

http://hal.inria.fr/inria-00572817/en
61A. Muscariello, G. Gravier, F. Bimbot.

Towards robust word discovery by self similarity matrix comparison, in: IEEE International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, May 2011.

http://hal.inria.fr/inria-00563418/en
62A. Muscariello, G. Gravier, F. Bimbot.

Zero-resource audio-only spoken term detection based on a combination of template matching techniques, in: INTERSPEECH 2011: 12th Annual Conference of the International Speech Communication Association, Florence, Italy, 2011, spoken term detection, template matching, unsupervised learning, posterior features.

http://hal.inria.fr/inria-00597907/en
63S. Nam, M. Davies, M. Elad, R. Gribonval.

Recovery of Cosparse Signals with Greedy Analysis Pursuit in the Presence of Noise, 2011.
64S. Nam, M. Davies, M. Elad, R. Gribonval.

Cosparse Analysis Modeling - Uniqueness and Algorithms, in: Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), Prague, Czech Republic, IEEE, 2011. [ DOI : 10.1109/ICASSP.2011.5947680 ]

http://hal.inria.fr/inria-00557933/en
65S. Nam, R. Gribonval.

Physics-driven structured cosparse modeling for source localization, in: Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2012), Kyoto, Japan, IEEE, 2012.

http://hal.inria.fr/hal-00659405/en
66G. Nolte, D. Lutter, A. Ziehe, F. Nesta, E. Vincent, Z. Koldovsky, A. Benichoux, S. Araki.

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical data analysis -, in: 10th Int. Conf. on Latent Variable Analysis and Signal Separation (LVA/ICA), Tel Aviv, Israel, March 2012.

http://hal.inria.fr/hal-00655801/en
67B. Ophir, M. Elad, N. Bertin, M. D. Plumbley.

Sequential Minimal Eigenvalues - An Approach to Analysis Dictionary Learning, in: The 19th European Signal Processing Conference (EUSIPCO-2011), Barcelona, Spain, 2011.

http://hal.inria.fr/inria-00577231/en
68A. Ozerov, C. Févotte, R. Blouet, J.-L. Durrieu.

Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'11), Prague, Czech Republic, May 2011.

http://hal.inria.fr/inria-00564851/en
69A. Ozerov, M. Lagrange, E. Vincent.

GMM-based classification from noisy features, in: International Workshop on Machine Listening in Multisource Environments (CHiME 2011), Florence, Italy, September 2011.

http://hal.inria.fr/inria-00598742/en
70A. Ozerov, A. Liutkus, R. Badeau, G. Richard.

Informed source separation: source coding meets source separation, in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Mohonk, NY, United States, October 2011.

http://hal.inria.fr/inria-00610526/en
71A. Ozerov, E. Vincent.

Using the FASST source separation toolbox for noise robust speech recognition, in: International Workshop on Machine Listening in Multisource Environments (CHiME 2011), Florence, Italy, September 2011.

http://hal.inria.fr/inria-00598734/en
72G. Sargent, F. Bimbot, E. Vincent.

A regularity-constrained Viterbi algorithm and its application to the structural segmentation of songs, in: International Society for Music Information Retrieval Conference (ISMIR), Miami, United States, October 2011.

http://hal.inria.fr/inria-00616274/en
73L. S. R. Simon, R. Mason.

Spaciousness Rating of 8-channel Stereophony-based Microphone Arrays, in: Audio Engineering Society 130th convention, London, United Kingdom, March 2011.

http://hal.inria.fr/inria-00590518/en
74L. S. R. Simon, E. Vincent.

A general framework for online audio source separation, in: International conference on Latent Variable Analysis and Signal Separation, Tel-Aviv, Israel, March 2012.

http://hal.inria.fr/hal-00655398/en
75N. Stefanakis, J. Marchal, V. Emiya, N. Bertin, R. Gribonval, P. Cervenka.

Sparse underwater acoustic imaging: a case study, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, March 2012.

http://hal.inria.fr/hal-00661526/en
76E. Vincent.

Improved perceptual metrics for the evaluation of audio source separation, in: 10th Int. Conf. on Latent Variable Analysis and Signal Separation (LVA/ICA), Tel Aviv, Israel, March 2012.

http://hal.inria.fr/hal-00653196/en
77J. Wu, E. Vincent, S. Raczynski, T. Nishimoto, N. Ono, S. Sagayama.

Multipitch estimation by joint modeling of harmonic and transient sounds, in: 2011 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, May 2011, p. 25 - 28.

http://hal.inria.fr/inria-00567175/en
78J. Wu, E. Vincent, S. Raczynski, T. Nishimoto, N. Ono, S. Sagayama.

Musical instrument identification based on new boosting algorithm with probabilistic decisions, in: Int. Symp. on Computer Music Modeling and Retrieval (CMMR), Bhubaneswar, India, March 2011.

http://hal.inria.fr/inria-00562115/en
79M. Yaghoobi, S. Nam, R. Gribonval, M. E. Davies.

Analysis Operator Learning for Overcomplete Cosparse Representations, in: European Signal Processing Conference (EUSIPCO'11), Barcelona, Spain, 2011.

http://hal.inria.fr/inria-00583133/en
80M. Yaghoobi, S. Nam, R. Gribonval, M. Davies.

NOISE AWARE ANALYSIS OPERATOR LEARNING FOR APPROXIMATELY COSPARSE SIGNALS, in: ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing - 2012, Kyoto, Japan, IEEE, 2012.

http://hal.inria.fr/hal-00661549/en

National Conferences with Proceeding

81Y. Benezeth, G. Gravier, F. Bimbot.

Étude comparative des différentes unités acoustiques pour la synchronisation labiale, in: GRETSI, Groupe d'Etudes du Traitement du Signal et des Images, Bordeaux, France, 2011.

http://hal.inria.fr/inria-00593756/en
82A. Benichoux, E. Vincent, R. Gribonval.

Optimisation convexe pour l'estimation simultanée de réponses acoustiques, in: 23e Colloque du GRETSI, Bordeaux, France, May 2011.

http://hal.inria.fr/inria-00594252/en
83N. Ito, E. Vincent, N. Ono, R. Gribonval, S. Sagayama.

Diffuse noise robust multiple source localization based on matrix completion via trace norm minimization, in: ASJ Spring Meeting, Tokyo, Japan, March 2011.

http://hal.inria.fr/inria-00596138/en

Conferences without Proceedings

84A. Adler, V. Emiya, M. Jafari, M. Elad, R. Gribonval, M. D. Plumbley.

A Reproducible Research Framework for Audio Inpainting, in: Workshop on Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, United Kingdom, June 2011.

http://hal.inria.fr/inria-00587688/en
85A. Adler, V. Emiya, M. Jafari, M. Elad, R. Gribonval, M. D. Plumbley.

Audio inpainting: problem statement, relation with sparse representations and some experiments, in: SMALL Workshop on Sparse Dictionary Learning, London, United Kingdom, January 2011.

http://hal.inria.fr/inria-00560110/en
86J. Barker, E. Vincent, N. Ma, H. Christensen, P. Green.

Overview of the PASCAL CHiME Speech Separation and Recognition Challenge, in: 1st International Workshop on Machine Listening in Multisource Environments (CHiME 2011), Firenze, Italy, September 2011.

http://hal.inria.fr/hal-00646370/en
87A. Benichoux, P. Sudhakar, R. Gribonval.

Well-posedness of the frequency permutation problem in sparse filter estimation with lp minimization, in: Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, United Kingdom, June 2011.

http://hal.inria.fr/inria-00587789/en
88G. Chardon, N. Bertin, L. Daudet.

Multiplexage spatial aléatoire pour l'échantillonnage compressif - application à l'holographie acoustique, in: XXIIIe Colloque GRETSI, Bordeaux, France, September 2011.

http://hal.inria.fr/hal-00647780/en
89J. Espiau De Lamaëstre.

Project SMALL: Overview, in: SMALL Workshop on Sparse Dictionary Learning, London, United Kingdom, QMUL, 2011.

http://hal.inria.fr/inria-00574129/en
90R. Gribonval.

An Overview of Analysis vs Synthesis in Low-Dimensional Signal Models, in: SPARS'11, Edinburgh, United Kingdom, June 2011.

http://hal.inria.fr/inria-00624355/en
91S. Nam, M. E. Davies, M. Elad, R. Gribonval.

Cosparse Analysis Modeling, in: The 9th International Conference on Sampling Theory and Applications, Singapore, Singapore, May 2011.

http://hal.inria.fr/inria-00591779/en
92S. Nam, M. E. Davies, M. Elad, R. Gribonval.

Cosparse Analysis Modeling, in: Workshop on Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, United Kingdom, June 2011.

http://hal.inria.fr/inria-00587943/en
93G. Puy, P. Vandergheynst, R. Gribonval, Y. Wiaux.

Spread Spectrum for Universal Compressive Sampling, in: SPARS'11, Edinburgh, United Kingdom, 2011.

http://hal.inria.fr/inria-00582817/en
94G. Sargent, S. Raczynski, F. Bimbot, E. Vincent, S. Sagayama.

A music structure inference algorithm based on symbolic data analysis, in: MIREX - ISMIR 2011, Miami, United States, October 2011.

http://hal.inria.fr/hal-00618141/en

Scientific Books (or Scientific Book chapters)

95G. Evangelista, S. Marchand, M. D. Plumbley, E. Vincent.

Sound source separation, in: DAFX - Digital Audio Effects, 2nd Edition, U. Zölzer (editor), Wiley, 2011.

http://hal.inria.fr/inria-00544043/en

Internal Reports

96A. Adler, V. Emiya, M. Jafari, M. Elad, R. Gribonval, M. D. Plumbley.

Audio Inpainting, INRIA, March 2011, n^o RR-7571.

http://hal.inria.fr/inria-00577079/en
97S. Arberet, A. Ozerov, F. Bimbot, R. Gribonval.

A Tractable Framework for Estimating and Combining Spectral Source Models for Audio Source Separation, INRIA, March 2011, n^o RR-7556.

http://hal.inria.fr/inria-00572249/en
98Y. Benezeth, G. Bachman, G. Le-Jan, N. Souviraà-Labastie, F. Bimbot.

BL-Database: A French audiovisual database for speech driven lip animation systems, INRIA, August 2011, n^o RR-7711.

http://hal.inria.fr/inria-00614761/en
99A. Benichoux, P. Sudhakar, F. Bimbot, R. Gribonval.

Well-posedness of the permutation problem in sparse filter estimation with lp minimization, INRIA, November 2011, n^o RR-7782.

http://hal.inria.fr/hal-00640198/en
100F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

Methodology and resources for the structural segmentation of music pieces into autonomous and comparable blocks, May 2011.

http://hal.inria.fr/inria-00596431/en
101C. Blandin, A. Ozerov, E. Vincent.

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering, INRIA, April 2011, n^o RR-7566.

http://hal.inria.fr/inria-00576297/en
102R. Gribonval, M. Nielsen.

The restricted isometry property meets nonlinear approximation with redundant frames, INRIA, February 2011, n^o RR-7548, This work has been submitted for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible..

http://hal.inria.fr/inria-00567801/en
103S. Nam, M. E. Davies, M. Elad, R. Gribonval.

The Cosparse Analysis Model and Algorithms, 2011, Submitted.

http://hal.inria.fr/inria-00602205/en
104A. Ozerov, M. Lagrange, E. Vincent.

Uncertainty-based learning of Gaussian mixture models from noisy data, INRIA, January 2012, n^o RR-7862.

http://hal.inria.fr/hal-00660689/en
105G. Puy, P. Vandergheynst, R. Gribonval, Y. Wiaux.

Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques, 2011.

http://hal.inria.fr/inria-00582432/en
106E. Vincent, S. Araki, F. J. Theis, G. Nolte, P. Bofill, H. Sawada, A. Ozerov, B. V. Gowreesunker, D. Lutter, N. Duong.

The Signal Separation Evaluation Campaign (2007-2010): Achievements and Remaining Challenges, INRIA, March 2011, n^o RR-7581, La version 2 de ce rapport de recherche correspond à une rétractation, pour raisons scientifiques. Le fichier pdf reste disponible dans la version 1..

http://hal.inria.fr/inria-00579398/en

Other Publications

107R. Gribonval, V. Cevher, M. Davies.

Compressible Distributions for High-dimensional Statistics, 2011, Submitted. Was previously entitled "Compressible priors for high-dimensional statistics".

http://hal.inria.fr/inria-00563207/en
108C. Soussen, R. Gribonval, J. Idier, C. Herzet.

Sparse recovery conditions for Orthogonal Least Squares, 2011.

http://hal.inria.fr/hal-00637003/en
109N. Souviraà-Labastie.

Prédiction du mouvement des lèvres à partir d'un signal de parole pour l'animation d'un avatar, INSA, September 2011.

http://hal.inria.fr/inria-00628856/en

References in notes

110R. Baraniuk.

Compressive sensing, in: IEEE Signal Processing Magazine, July 2007, vol. 24, n^o 4, p. 118–121.
111R. Boite, H. Bourlard, T. Dutoit, J. Hancq, H. Leich.

Traitement de la Parole, Presses Polytechniques et Universitaires Romandes, 2000.
112M. Davy, S. J. Godsill, J. Idier.

Bayesian Analysis of Polyphonic Western Tonal Music, in: Journal of the Acoustical Society of America, 2006, vol. 119, n^o 4, p. 2498–2517.
113G. Gravier, F. Yvon, B. Jacob, F. Bimbot.

Sirocco, un système ouvert de reconnaissance de la parole, in: Journées d'étude sur la parole, Nancy, June 2002, p. 273-276.
114F. Jelinek.

Statistical Methods for Speech Recognition, MIT Press, Cambridge, Massachussetts, 1998.
115S. Mallat.

A Wavelet Tour of Signal Processing, 2, Academic Press, San Diego, 1999.
116K. Murphy.

An introduction to graphical models, 2001.

http://www.cs.ubc.ca/~murphyk/Papers/intro_gm.pdf
117N. Whiteley, A. T. Cemgil, S. J. Godsill.

Sequential Inference of Rhythmic Structure in Musical Audio, in: Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2007, p. 1321–1324.

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