| Signal processing methods for music transcription A Klapuri, M Davy Springer Science & Business Media, 2007 | 833 | 2007 |
| An online kernel change detection algorithm F Desobry, M Davy, C Doncarli IEEE Transactions on Signal Processing 53 (8), 2961-2974, 2005 | 388 | 2005 |
| 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 | 245 | 2007 |
| 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 | 228 | 2003 |
| 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 | 202 | 2008 |
| 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 | 192 | 2007 |
| 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 | 185 | 2002 |
| 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 | 183 | 2002 |
| An online support vector machine for abnormal events detection M Davy, F Desobry, A Gretton, C Doncarli Signal processing 86 (8), 2009-2025, 2006 | 177 | 2006 |
| Generalized Polya urn for time-varying Dirichlet process mixtures F Caron, M Davy, A Doucet arXiv preprint arXiv:1206.5254, 2012 | 143 | 2012 |
| Bayesian harmonic models for musical signal analysis M Davy, SJ Godsill Bayesian Statistics 7, 105-124, 2003 | 136 | 2003 |
| 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 | 132 | 2006 |
| Bayesian harmonic models for musical pitch estimation and analysis S Godsill, M Davy 2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002 | 128 | 2002 |
| Automatic classification of pitched musical instrument sounds P Herrera-Boyer, A Klapuri, M Davy Signal processing methods for music transcription, 163-200, 2006 | 101 | 2006 |
| 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 | 90 | 2007 |
| Particle methods for maximum likelihood estimation in latent variable models AM Johansen, A Doucet, M Davy Statistics and Computing 18, 47-57, 2008 | 86 | 2008 |
| 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 | 80 | 2002 |
| 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 | 75 | 2010 |
| Sparse temporal difference learning using LASSO M Loth, M Davy, P Preux 2007 IEEE International Symposium on Approximate Dynamic Programming and …, 2007 | 74 | 2007 |
| 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 | 71 | 2007 |
Arnaud DoucetProfessor of Statistics, University of Oxford & Research Scientist, Google DeepMind在 stats.ox.ac.uk 的电子邮件经过验证
