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The Ravel data set

Xavier Alameda-Pineda , Jordi Sanchez-Riera , Vojtech Franch , Johannes Wienke , Jan Cech , et al.
[Research Report] RR-7709, INRIA. 2011
Rapport inria-00614483v3
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Rectified binaural ratio: A complex T-distributed feature for robust sound localization

Antoine Deleforge , Florence Forbes
European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1257-1261, ⟨10.1109/EUSIPCO.2016.7760450⟩
Communication dans un congrès hal-01372337v1
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Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression

Antoine Deleforge , Radu Horaud , Yoav Y. Schechner , Laurent Girin
IEEE Transactions on Audio, Speech and Language Processing, 2015, 23 (4), pp.718-731. ⟨10.1109/TASLP.2015.2405475⟩
Article dans une revue hal-01112834v3

High dimensional regression with Gaussian mixtures and partially latent response variables: Application to hyper-­spectral image analysis

Florence Forbes , Antoine Deleforge , Radu Horaud
Rencontre d'Astrostatistique, Nov 2014, Grenoble, France
Communication dans un congrès hal-01107616v1

High dimensional regression with Gaussian mixtures and partially latent response variables

Florence Forbes , Antoine Deleforge , Radu Horaud
SuSTaIn Image Processing workshop "high-dimensional stochastic simulation and optimisation in image processing", Aug 2014, Bristol, United Kingdom
Communication dans un congrès hal-01107604v1
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RAVEL: An Annotated Corpus for Training Robots with Audiovisual Abilities

Xavier Alameda-Pineda , Jordi Sanchez-Riera , Johannes Wienke , Vojtech Franc , Jan Cech , et al.
Journal on Multimodal User Interfaces, 2013, 7 (1-2), pp.79-91. ⟨10.1007/s12193-012-0111-y⟩
Article dans une revue hal-00720734v1
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Online Multimodal Speaker Detection for Humanoid Robots

Jordi Sanchez-Riera , Xavier Alameda-Pineda , Johannes Wienke , Antoine Deleforge , Soraya Arias , et al.
Humanoids 2012 - IEEE International Conference on Humanoid Robotics, Nov 2012, Osaka, Japan. pp.126-133, ⟨10.1109/HUMANOIDS.2012.6651509⟩
Communication dans un congrès hal-00768764v1
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A Latently Constrained Mixture Model for Audio Source Separation and Localization

Antoine Deleforge , Radu Horaud
10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel Aviv, Israel. pp.372--379, ⟨10.1007/978-3-642-28551-6_46⟩
Communication dans un congrès hal-00768660v1
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Head Pose Estimation via Probabilistic High-Dimensional Regression

Vincent Drouard , Silèye Ba , Georgios Evangelidis , Antoine Deleforge , Radu Horaud
IEEE International Conference on Image Processing, ICIP 2015, Sep 2015, Quebec City, QC, Canada. pp.4624-4628, ⟨10.1109/ICIP.2015.7351683⟩
Communication dans un congrès hal-01163663v1
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Active-Speaker Detection and Localization with Microphones and Cameras Embedded into a Robotic Head

Jan Cech , Ravi Mittal , Antoine Deleforge , Jordi Sanchez-Riera , Xavier Alameda-Pineda , et al.
Humanoids 2013 - IEEE-RAS International Conference on Humanoid Robots, IEEE Robotics Society, Oct 2013, Atlanta, United States. pp.203-210, ⟨10.1109/HUMANOIDS.2013.7029977⟩
Communication dans un congrès hal-00861465v1
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Variational EM for Binaural Sound-Source Separation and Localization

Antoine Deleforge , Florence Forbes , Radu Horaud
ICASSP 2013 - 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.76-80, ⟨10.1109/ICASSP.2013.6637612⟩
Communication dans un congrès hal-00823453v1
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2D Sound-Source Localization on the Binaural Manifold

Antoine Deleforge , Radu Horaud
MLSP 2012 - IEEE Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1-6, ⟨10.1109/MLSP.2012.6349784⟩
Communication dans un congrès hal-00768657v1
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Learning the Direction of a Sound Source Using Head Motions and Spectral Features

Antoine Deleforge , Radu Horaud
[Research Report] RR-7529, INRIA. 2011, pp.29
Rapport inria-00564708v1
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The Cocktail Party Robot: Sound Source Separation and Localisation with an Active Binaural Head

Antoine Deleforge , Radu Horaud
HRI 2012 - 7th ACM/IEEE International Conference on Human Robot Interaction, Mar 2012, Boston, United States. pp.431-438, ⟨10.1145/2157689.2157834⟩
Communication dans un congrès hal-00768668v1
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Hyper-spectral Image Analysis with Partially-Latent Regression

Antoine Deleforge , Florence Forbes , Radu Horaud
European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.1572 - 1576
Communication dans un congrès hal-01019360v1
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High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables

Antoine Deleforge , Florence Forbes , Radu Horaud
Statistics and Computing, 2015, 25 (5), pp.893-911. ⟨10.1007/s11222-014-9461-5⟩
Article dans une revue hal-00863468v3
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Acoustic Space Learning for Sound-Source Separation and Localization on Binaural Manifolds

Antoine Deleforge , Florence Forbes , Radu Horaud
International Journal of Neural Systems, 2015, 25 (1), 21p. ⟨10.1142/S0129065714400036⟩
Article dans une revue hal-00960796v1
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Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions

Vincent Drouard , Radu Horaud , Antoine Deleforge , Sileye Ba , Georgios Evangelidis
IEEE Transactions on Image Processing, 2017, 26 (3), pp.1428 - 1440. ⟨10.1109/TIP.2017.2654165⟩
Article dans une revue hal-01413406v1
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Régression non linéaire robuste en grande dimension

Emeline Perthame , Florence Forbes , Brice Olivier , Antoine Deleforge
48èmes Journées de Statistique organisées par la Société Française de Statistique, May 2016, Montpellier, France
Communication dans un congrès hal-01423630v1
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Inverse regression approach to robust nonlinear high-to-low dimensional mapping

Emeline Perthame , Florence Forbes , Antoine Deleforge
Journal of Multivariate Analysis, 2018, 163, pp.1 - 14. ⟨10.1016/j.jmva.2017.09.009⟩
Article dans une revue hal-01347455v2

Robust non-linear regression approach for generalized inverse problems in a high dimensional setting

Florence Forbes , Antoine Deleforge , Radu Horaud , Emeline Perthame
AIP 2019 - Applied Inverse Problem conference, Jul 2019, Grenoble, France
Communication dans un congrès hal-02415115v1
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Non linear robust regression in high dimension

Emeline Perthame , Florence Forbes , Brice Olivier , Antoine Deleforge
The XXVIIIth International Biometric Conference, Jul 2016, Victoria, Canada
Communication dans un congrès hal-01423622v1
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Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies

Antoine Deleforge , Florence Forbes , Silèye Ba , Radu Horaud
IEEE Journal of Selected Topics in Signal Processing, 2015, 9 (6), pp.1037-1048. ⟨10.1109/JSTSP.2015.2416677⟩
Article dans une revue hal-01136465v1
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Mapping Sounds on Images Using Binaural Spectrograms

Antoine Deleforge , Vincent Drouard , Laurent Girin , Radu Horaud
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.2470 - 2474
Communication dans un congrès hal-01019287v1