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. E. 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. E. 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. E. 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. 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. Ito.

Robust microphone array signal processing against diffuse noise, University of Tokyo, January 2012.

http://hal.inria.fr/tel-00691931
31E. Vincent.

Contributions à la séparation de sources et à la description des contenus audio, Université Rennes 1, November 2012, Habilitation à Diriger des Recherches.

http://hal.inria.fr/tel-00758517

Articles in International Peer-Reviewed Journals

32K. Adiloglu, A. Robert, W. Elio, P. Hendrik, O. Klaus.

A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events, in: IEEE Transactions on Audio, Speech and Language Processing, January 2012, vol. 20, n^o 5, p. 1542-1552.

http://hal.inria.fr/hal-00684620
33A. Adler, V. Emiya, M. Jafari, M. Elad, R. Gribonval, M. D. Plumbley.

Audio Inpainting, in: IEEE Transactions on Audio, Speech and Language Processing, March 2012, vol. 20, n^o 3, p. 922 - 932. [ DOI : 10.1109/TASL.2011.2168211 ]

http://hal.inria.fr/inria-00577079
34S. Arberet, A. Ozerov, F. Bimbot, R. Gribonval.

A tractable framework for estimating and combining spectral source models for audio source separation, in: Signal Processing, August 2012, vol. 92, n^o 8, p. 1886-1901.

http://hal.inria.fr/hal-00694071
35J. Barker, E. Vincent.

Special Issue on Speech Separation and Recognition in Multisource Environments, in: Computer Speech and Language, October 2012.

http://hal.inria.fr/hal-00743532
36J. Barker, E. Vincent, N. Ma, H. Christensen, P. Green.

The PASCAL CHiME Speech Separation and Recognition Challenge, in: Computer Speech and Language, October 2012.

http://hal.inria.fr/hal-00743529
37C. Blandin, A. Ozerov, E. Vincent.

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering, in: Signal Processing, March 2012, vol. 92, p. 1950-1960, Revised version including minor corrections in equations (17), (18) and Figure 1 compared to the version published by Elsevier. [ DOI : 10.1016/j.sigpro.2011.10.032 ]

http://hal.inria.fr/inria-00630994
38G. Chardon, L. Daudet, A. Peillot, F. Ollivier, N. Bertin, R. Gribonval.

Nearfield Acoustic Holography using sparsity and compressive sampling principles, in: Journal of the Acoustical Society of America, 2012, Code & data for reproducing the main figures of this paper are available at http://echange.inria.fr/nah.

http://hal.inria.fr/hal-00720129
39R. Gribonval, V. Cevher, M. Davies.

Compressible Distributions for High-dimensional Statistics, in: IEEE Transactions on Information Theory, 2012, Was previously entitled "Compressible priors for high-dimensional statistics". [ DOI : 10.1109/TIT.2012.2197174 ]

http://hal.inria.fr/inria-00563207
40J. Le Roux, E. Vincent.

Consistent Wiener filtering for audio source separation, in: IEEE Signal Processing Letters, October 2012.

http://hal.inria.fr/hal-00742687
41A. Muscariello, F. Bimbot, G. Gravier.

Unsupervised Motif Acquisition in Speech via Seeded Discovery and Template Matching Combination, in: IEEE Transactions on Audio, Speech and Language Processing, September 2012, vol. 20, n^o 7, p. 2031 - 2044. [ DOI : 10.1109/TASL.2012.2194283 ]

http://hal.inria.fr/hal-00740978
42S. Nam, M. E. Davies, M. Elad, R. Gribonval.

The Cosparse Analysis Model and Algorithms, in: Applied and Computational Harmonic Analysis, 2012, Preprint available on arXiv since 24 Jun 2011. [ DOI : 10.1016/j.acha.2012.03.006 ]

http://hal.inria.fr/inria-00602205
43A. Ozerov, M. Lagrange, E. Vincent.

Uncertainty-based learning of acoustic models from noisy data, in: Computer Speech and Language, July 2012.

http://hal.inria.fr/hal-00717992
44A. 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, May 2012, vol. 20, n^o 4, p. 1118 - 1133, 16.

http://hal.inria.fr/hal-00626962
45G. Puy, P. Vandergheynst, R. Gribonval, Y. Wiaux.

Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques, in: EURASIP Journal on Advances in Signal Processing, 2012. [ DOI : 10.1186/1687-6180-2012-6 ]

http://hal.inria.fr/inria-00582432
46V. Vigneron, V. Zarzoso, R. Gribonval, E. Vincent.

Latent variable analysis and signal separation, in: Signal Processing, January 2012, vol. 92, p. 1765-1766. [ DOI : 10.1016/j.sigpro.2012.01.001 ]

http://hal.inria.fr/hal-00658459
47E. 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, March 2012, vol. 92, p. 1928-1936. [ DOI : 10.1016/j.sigpro.2011.10.007 ]

http://hal.inria.fr/inria-00630985

Invited Conferences

48R. F. Astudillo, E. Vincent, L. Deng.

Uncertainty handling for environment-robust speech recognition, in: Interspeech, Portland, États-Unis, September 2012.

http://hal.inria.fr/hal-00664091
49E. Vincent.

Advances in audio source separation and multisource audio content retrieval, in: SPIE Defense, Security, and Sensing, Baltimore, États-Unis, April 2012.

http://hal.inria.fr/hal-00664090

International Conferences with Proceedings

50K. 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, Japon, March 2012.

http://hal.inria.fr/hal-00656613
51S. 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, Israël, March 2012, p. 414-422.

http://hal.inria.fr/hal-00655394
52A. 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, Israël, Springer, March 2012.

http://hal.inria.fr/hal-00659913
53F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

Semiotic structure labeling of music pieces: Concepts, methods and annotation conventions, in: 13th International Society for Music Information Retrieval Conference (ISMIR), Porto, Portugal, October 2012.

http://hal.inria.fr/hal-00758648
54R. Gribonval, G. Chardon, L. Daudet.

Blind Calibration for Compressed Sensing by Convex Optimization, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japon, 2012.

http://hal.inria.fr/hal-00658579
55M. Lagrange, A. Ozerov, E. Vincent.

Robust singer identification in polyphonic music using melody enhancement and uncertainty-based learning, in: 13th International Society for Music Information Retrieval Conference (ISMIR), Porto, Portugal, October 2012.

http://hal.inria.fr/hal-00709826
56B. Ludusan, S. Ziegler, G. Gravier.

Integrating Stress Information in Large Vocabulary Continuous Speech Recognition, in: Interspeech, Portland, U.S.A., 2012.

http://hal.inria.fr/hal-00758622
57F. Metze, N. Rajput, X. Anguera, M. Davel, G. Gravier, C. Van Heerden, G. Mantena, A. Muscariello, K. Pradhallad, I. Szöke, J. Tejedor.

The Spoken Web Search task at MediaEval 2011, in: IEEE International Conference on Acoustics, Speech and Signal Processing, France, 2012, 4 p.

http://hal.inria.fr/hal-00671011
58S. Nam, R. Gribonval.

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

http://hal.inria.fr/hal-00659405
59G. 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, Israël, March 2012, p. 423-429.

http://hal.inria.fr/hal-00655801
60L. 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, Israël, March 2012.

http://hal.inria.fr/hal-00655398
61N. 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, Japon, March 2012.

http://hal.inria.fr/hal-00661526
62E. 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, Israël, March 2012, p. 430-437.

http://hal.inria.fr/hal-00653196
63M. 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, Japon, IEEE, 2012.

http://hal.inria.fr/hal-00661549
64S. Ziegler, B. Ludusan, G. Gravier.

Towards a new speech event detection approach for landmark-based speech recognition, in: IEEE Workshop on Spoken Language Technology, États-Unis, 2012.

http://hal.inria.fr/hal-00758424
65S. Ziegler, B. Ludusan, G. Gravier.

Using Broad Phonetic Classes to Guide Search in Automatic Speech Recognition, in: Interspeech, Portland, U.S.A., 2012.

http://hal.inria.fr/hal-00758427

Conferences without Proceedings

66G. Sargent, F. Bimbot, E. Vincent.

A Music Structure Inference Algorithm Based on Morphological Analysis, in: The Music Information Retrieval Evaluation eXchange (MIREX), ISMIR 2012, Porto, Portugal, October 2012.

http://hal.inria.fr/hal-00727791

Scientific Books (or Scientific Book chapters)

67B. Durand, F. Bimbot, I. Bloch, A. Charara, et al..

Sciences et Technologies de l'Information (Informatique, Automatique, Signal et Communication), in: Rapport de Conjoncture 2010 du Comité National du CNRS, CNRS, 2012, n^o 7, p. 121–137.

Internal Reports

68K. Adiloglu, E. Vincent.

Supporting Technical Report for the Article "Variational Bayesian Inference for Source Separation and Robust Feature Extraction", Inria, April 2012, n^o RT-0423, 25 p.

http://hal.inria.fr/hal-00687162
69K. Adiloglu, E. Vincent.

Variational Bayesian Inference for Source Separation and Robust Feature Extraction, Inria, August 2012, n^o RT-0428.

http://hal.inria.fr/hal-00726146
70A. Benichoux, L. S. R. Simon, E. Vincent, R. Gribonval.

Convex regularizations for the simultaneous recording of room impulse responses, Inria, November 2012, n^o RR-8130.

http://hal.inria.fr/hal-00749585
71F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

Complementary Report to the Article "Semiotic structure labeling of music pieces : concepts, methods and annotation conventions" (Proceedings ISMIR 2012), IRISA, June 2012, n^o PI 1996.

http://hal.inria.fr/hal-00713196
72F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

Methodology and conventions for the latent semiotic annotation of music structure, IRISA, February 2012, n^o PI-1993.

http://hal.inria.fr/hal-00676509
73F. Bimbot, E. Deruty, G. Sargent, E. Vincent.

System & Contrast : a Polymorphous Model of the Inner Organization of Structural Segments within Music Pieces, IRISA, December 2012, n^o PI 1999.
74A. Bourrier, F. Perronnin, R. Gribonval, P. Pérez, H. Jégou.

Nearest neighbor search for arbitrary kernels with explicit embeddings, Inria, August 2012, n^o RR-8040.

http://hal.inria.fr/hal-00722635
75N. Q. K. Duong, E. Vincent, R. Gribonval.

Spatial location priors for Gaussian model-based reverberant audio source separation, Inria, September 2012, n^o RR-8057.

http://hal.inria.fr/hal-00727781
76N. Ito, E. Vincent, N. Ono, S. Sagayama.

Robust estimation of directions-of-arrival in diffuse noise based on matrix-space sparsity, Inria, October 2012, n^o RR-8120.

http://hal.inria.fr/hal-00746271
77R. Jenatton, R. Gribonval, F. Bach.

Local stability and robustness of sparse dictionary learning in the presence of noise, Polytechnique, October 2012, 41 p.

http://hal.inria.fr/hal-00737152
78J. Le Roux, E. Vincent.

Consistent Wiener filtering for audio source separation, Inria, August 2012, n^o RR-8049.

http://hal.inria.fr/hal-00725350
79A. 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
80S. Raczynski, S. Fukayama, E. Vincent.

Melody harmonisation with interpolated probabilistic models, Inria, October 2012, n^o RR-8110.

http://hal.inria.fr/hal-00742957
81S. Raczynski, E. Vincent, S. Sagayama.

Dynamic Bayesian networks for symbolic polyphonic pitch modeling, Inria, September 2012, n^o RT-0430.

http://hal.inria.fr/hal-00728771

Other Publications

82V. Emiya, N. Stefanakis, J. Marchal, N. Bertin, R. Gribonval, P. Cervenka.

Underwater acoustic imaging: sparse models and implementation issues, May 2012, Projet ANR : ANR-09-EMER-001.

http://hal.inria.fr/hal-00677287
83R. Giryes, S. Nam, M. Elad, R. Gribonval, M. E. Davies.

Greedy-Like Algorithms for the Cosparse Analysis Model.

http://hal.inria.fr/hal-00716593
84C. Guichaoua.

Dictionary Learning for Audio Inpainting, Computer Science, Rennes 1, June 2012.

http://dumas.ccsd.cnrs.fr/dumas-00725263
85C. Herzet, C. Soussen, J. Idier, R. Gribonval.

Coherence-based Partial Exact Recovery Condition for OMP/OLS.

http://hal.inria.fr/hal-00759433
86C. Soussen, R. Gribonval, J. Idier, C. Herzet.

Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares, 2012.

http://hal.inria.fr/hal-00637003
87M. Yaghoobi, S. Nam, R. Gribonval, M. E. Davies.

Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling, 2012, 28 pages, 11 figures.

http://hal.inria.fr/hal-00699556

References in notes

88R. Baraniuk.

Compressive sensing, in: IEEE Signal Processing Magazine, July 2007, vol. 24, n^o 4, p. 118–121.
89R. Boite, H. Bourlard, T. Dutoit, J. Hancq, H. Leich.

Traitement de la Parole, Presses Polytechniques et Universitaires Romandes, 2000.
90M. 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.
91G. 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.
92F. Jelinek.

Statistical Methods for Speech Recognition, MIT Press, Cambridge, Massachussetts, 1998.
93S. Mallat.

A Wavelet Tour of Signal Processing, 2, Academic Press, San Diego, 1999.
94K. Murphy.

An introduction to graphical models, 2001.

http://www.cs.ubc.ca/~murphyk/Papers/intro_gm.pdf
95N. 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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