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Manuel DAVY
Manuel DAVY
CEO at Vekia
Verified email at vekia.fr
Title
Cited by
Cited by
Year
Signal processing methods for music transcription
A Klapuri, M Davy
Springer Science & Business Media, 2007
8072007
An online kernel change detection algorithm
F Desobry, M Davy, C Doncarli
IEEE Transactions on Signal Processing 53 (8), 2961-2974, 2005
3782005
Particle filtering for multisensor data fusion with switching observation models: Application to land vehicle positioning
F Caron, M Davy, E Duflos, P Vanheeghe
IEEE transactions on Signal Processing 55 (6), 2703-2719, 2007
2382007
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions
C Andrieu, M Davy, A Doucet
IEEE Transactions on signal processing 51 (7), 1762-1770, 2003
2262003
Using one-class SVMs and wavelets for audio surveillance
A Rabaoui, M Davy, S Rossignol, N Ellouze
IEEE Transactions on information forensics and security 3 (4), 763-775, 2008
1962008
Bayesian inference for linear dynamic models with Dirichlet process mixtures
F Caron, M Davy, A Doucet, E Duflos, P Vanheeghe
IEEE Transactions on Signal Processing 56 (1), 71-84, 2007
1852007
Particle filtering for multi-target tracking and sensor management
A Doucet, BN Vo, C Andrieu, M Davy
Proceedings of the Fifth International Conference on Information Fusion …, 2002
1842002
Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation
M Davy, S Godsill
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
1832002
An online support vector machine for abnormal events detection
M Davy, F Desobry, A Gretton, C Doncarli
Signal processing 86 (8), 2009-2025, 2006
1762006
Bayesian harmonic models for musical signal analysis
M Davy, SJ Godsill
Bayesian Statistics 7, 105-124, 2003
1362003
Generalized Polya urn for time-varying Dirichlet process mixtures
F Caron, M Davy, A Doucet
arXiv preprint arXiv:1206.5254, 2012
1342012
Bayesian analysis of polyphonic western tonal music
M Davy, S Godsill, J Idier
The Journal of the Acoustical Society of America 119 (4), 2498-2517, 2006
1312006
Bayesian harmonic models for musical pitch estimation and analysis
S Godsill, M Davy
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
1272002
Automatic classification of pitched musical instrument sounds
P Herrera-Boyer, A Klapuri, M Davy
Signal processing methods for music transcription, 163-200, 2006
992006
Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach
N Dobigeon, JY Tourneret, M Davy
IEEE Transactions on Signal Processing 55 (4), 1251-1263, 2007
892007
Particle methods for maximum likelihood estimation in latent variable models
AM Johansen, A Doucet, M Davy
Statistics and Computing 18, 47-57, 2008
872008
Optimized support vector machines for nonstationary signal classification
M Davy, A Gretton, A Doucet, PJW Rayner
IEEE Signal Processing Letters 9 (12), 442-445, 2002
782002
Nonlinear functional regression: a functional RKHS approach
H Kadri, E Duflos, P Preux, S Canu, M Davy
Proceedings of the Thirteenth International Conference on Artificial …, 2010
732010
Sparse temporal difference learning using LASSO
M Loth, M Davy, P Preux
2007 IEEE International Symposium on Approximate Dynamic Programming and …, 2007
722007
Joint detection and tracking of time-varying harmonic components: A flexible Bayesian approach
C Dubois, M Davy
IEEE Transactions on Audio, Speech, and Language Processing 15 (4), 1283-1295, 2007
702007
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