Manuel Davy

发表

Sélection de descripteurs audio pour la classification des sons environnementaux avec des SVMs mono-classe

Noureddine Ellouze, Zied Lachiri, Asma Rabaoui, 2007 .

Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach

Corentin Dubois, Manuel Davy, 2007, IEEE Transactions on Audio, Speech, and Language Processing.

Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, Emmanuel Duflos, 2006, 2006 9th International Conference on Information Fusion.

Multi-Objective Optimization of Retail Promotional Ordering with Probabilistic Forecast

Clarisse Dhaenens, Jianhua Zhang, Manuel Davy, 2018 .

A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD

Manuel Davy, Philippe Preux, Manuel Loth, 2007, ESANN.

One-class SVM regularization path and comparison with alpha seeding

Alain Rakotomamonjy, Manuel Davy, 2007, ESANN.

Classification of chirp signals using hierarchical Bayesian learning and MCMC methods

Jean-Yves Tourneret, Manuel Davy, Christian Doncarli, 2002, IEEE Trans. Signal Process..

Hierarchical Bayesian classification of chirp signals

Jean-Yves Tourneret, Manuel Davy, Christian Doncarli, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Two approaches for the estimation of time-varying amplitude multichirp signals

Manuel Davy, Christian Doncarli, Hélène Cottereau, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Efficient particle filtering for Jump Markov Systems

Christophe Andrieu, Arnaud Doucet, Manuel Davy, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications.

Stéphane Canu, Manuel Davy, Frédéric Desobry, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Improved one-class SVM classifier for sounds classification

Noureddine Ellouze, Zied Lachiri, Asma Rabaoui, 2007, 2007 IEEE Conference on Advanced Video and Signal Based Surveillance.

Dissimilarity measures in feature space

Manuel Davy, Frédéric Desobry, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo

Arnaud Doucet, Adam M. Johansen, Manuel Davy, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Nonstationary signal classification using support vector machines

Arthur Gretton, Manuel Davy, Arnaud Doucet, 2001, Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing (Cat. No.01TH8563).

Nonparametric Bayesian supervised classification of functional data

Asma Rabaoui, Manuel Davy, Hachem Kadri, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Application des machines a vecteurs support mono-classe a l'indexation en locuteurs de documents audio

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2005 .

A particle filtering technique for Jump Markov Systems

Christophe Andrieu, Arnaud Doucet, Manuel Davy, 2002, 2002 11th European Signal Processing Conference.

Using One-Class SVMs and Wavelets for Audio Surveillance

Asma Rabaoui, Manuel Davy, Stéphane Rossignol, 2008, IEEE Transactions on Information Forensics and Security.

Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, Emmanuel Duflos, 2007, IEEE Transactions on Signal Processing.

Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning

Manuel Davy, Emmanuel Duflos, François Caron, 2007, IEEE Transactions on Signal Processing.

Unsupervised speaker indexing using one-class Support Vector Machines

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2006, 2006 14th European Signal Processing Conference.

Automatic Classification of Pitched Musical Instrument Sounds

Anssi Klapuri, Manuel Davy, Perfecto Herrera-Boyer, 2006 .

European Signal Processing Conference

Christophe Andrieu, Arnaud Doucet, Manuel Davy, 2015 .

Speaker diarization using one-class support vector machines

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2008, Speech Commun..

Unsupervised Classification of Functions using Dirichlet Process Mixtures of Gaussian

Manuel Davy, Edmund Jackson, Edmund S. Jackson, 2006 .

Fast MCMC computations for the estimation of sparse processes from noisy observations

Jérôme Idier, Manuel Davy, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Supervised classification using MCMC methods

Jean-Yves Tourneret, Manuel Davy, Christian Doncarli, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions

Christophe Andrieu, Arnaud Doucet, Manuel Davy, 2003, IEEE Trans. Signal Process..

Bayesian harmonic models for musical pitch estimation and analysis

Simon J. Godsill, Manuel Davy, M. Davy, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Support vector-based online detection of abrupt changes

Manuel Davy, Frédéric Desobry, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

An online kernel change detection algorithm

Manuel Davy, Christian Doncarli, Frédéric Desobry, 2005, IEEE Transactions on Signal Processing.

Loudspeaker fault detection using time-frequency representations

Manuel Davy, Christian Doncarli, Hélène Cottereau, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Segmentation into audio document speakers: A new approach based on the one- class support vector methods

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2007 .

Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation

Simon J. Godsill, Manuel Davy, M. Davy, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Using ARCAP time-frequency representations for decision

Manuel Davy, N. Martin, Christian Doncarli, 2000, 2000 10th European Signal Processing Conference.

Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes

Arnaud Doucet, William J. Fitzgerald, Manuel Davy, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

Jean-Yves Tourneret, Nicolas Dobigeon, Manuel Davy, 2006, IEEE Transactions on Signal Processing.

Nonlinear functional regression: a functional RKHS approach

Stéphane Canu, Philippe Preux, Manuel Davy, 2010, AISTATS.

Generalized Pólya Urn for Time-Varying Pitman-Yor Processes

Arnaud Doucet, Frank D. Wood, Willie Neiswanger, 2017, J. Mach. Learn. Res..

An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection

Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy, 2020, ICORES.

Application of Time‐Frequency Techniques to Sound Signals: Recognition and Diagnosis

Manuel Davy, 2010 .

Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes

Christophe Andrieu, Richard G. Everitt, Manuel Davy, 2013, IEEE Transactions on Signal Processing.

Generalized Polya Urn for Time-varying Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, François Caron, 2007, UAI.

A New Nonstationary Test Procedure For Improved Loudspeaker Fault Detection

Manuel Davy, Christian Doncarli, 2001 .

A Class of Kernels For Sets of Vectors

William J. Fitzgerald, Manuel Davy, Frédéric Desobry, 2005, ESANN.

An abrupt change detection algorithm for buried landmines localization

Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe, 2006, IEEE Transactions on Geoscience and Remote Sensing.

Tracking of time-frequency components using particle filtering

Corentin Dubois, Jérôme Idier, Manuel Davy, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Particle methods for maximum likelihood estimation in latent variable models

Arnaud Doucet, Adam M. Johansen, Manuel Davy, 2008, Stat. Comput..

Generative Supervised Classification Using Dirichlet Process Priors

Jean-Yves Tourneret, Manuel Davy, M. Davy, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Density Kernels on Unordered Sets for Kernel-Based Signal Processing

William J. Fitzgerald, Manuel Davy, Frédéric Desobry, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Tracking of spectral lines in an ARCAP time-frequency representation

Manuel Davy, N. Martin, Christian Doncarli, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Classification bayésienne supervisée par processus de Dirichlet

Jean-Yves Tourneret, Manuel Davy, M. Davy, 2007 .

Robust audio speaker segmentation using one class SVMS

Noureddine Ellouze, Zied Lachiri, Asma Rabaoui, 2008, 2008 16th European Signal Processing Conference.

An online support vector machine for abnormal events detection

Arthur Gretton, Manuel Davy, Christian Doncarli, 2006, Signal Process..

Improved auxiliary particle filtering: applications to time-varying spectral analysis

Christophe Andrieu, Arnaud Doucet, Manuel Davy, 2001, Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing (Cat. No.01TH8563).

Dicussion on the meeting on ‘Statistical approaches to inverse problems’

Simon J. Godsill, Dan Cornford, Eric Moulines, 2004 .