| Acoustic space learning for sound-source separation and localization on binaural manifolds A Deleforge, F Forbes, R Horaud International journal of neural systems 25 (01), 1440003, 2015 | 83 | 2015 |
| High-dimensional regression with gaussian mixtures and partially-latent response variables A Deleforge, F Forbes, R Horaud Statistics and Computing 25 (5), 893-911, 2015 | 65 | 2015 |
| Robust head-pose estimation based on partially-latent mixture of linear regressions V Drouard, R Horaud, A Deleforge, S Ba, G Evangelidis IEEE Transactions on Image Processing 26 (3), 1428-1440, 2017 | 62 | 2017 |
| Head pose estimation via probabilistic high-dimensional regression V Drouard, S Ba, G Evangelidis, A Deleforge, R Horaud 2015 IEEE international conference on image processing (ICIP), 4624-4628, 2015 | 61 | 2015 |
| Co-localization of audio sources in images using binaural features and locally-linear regression A Deleforge, R Horaud, YY Schechner, L Girin IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 718-731, 2015 | 53 | 2015 |
| 2D sound-source localization on the binaural manifold A Deleforge, R Horaud 2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012 | 45 | 2012 |
| The cocktail party robot: Sound source separation and localisation with an active binaural head A Deleforge, R Horaud 2012 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI …, 2012 | 43 | 2012 |
| DREGON: Dataset and methods for UAV-embedded sound source localization M Strauss, P Mordel, V Miguet, A Deleforge 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 40 | 2018 |
| RAVEL: An annotated corpus for training robots with audiovisual abilities X Alameda-Pineda, J Sanchez-Riera, J Wienke, V Franc, J Čech, ... Journal on Multimodal User Interfaces 7 (1), 79-91, 2013 | 39* | 2013 |
| Phase-optimized K-SVD for signal extraction from underdetermined multichannel sparse mixtures A Deleforge, W Kellermann 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 38 | 2015 |
| Librimix: An open-source dataset for generalizable speech separation J Cosentino, M Pariente, S Cornell, A Deleforge, E Vincent arXiv preprint arXiv:2005.11262, 2020 | 35 | 2020 |
| Asteroid: the pytorch-based audio source separation toolkit for researchers M Pariente, S Cornell, J Cosentino, S Sivasankaran, E Tzinis, ... Interspeech, 2637-2641, 2020 | 33 | 2020 |
| Variational EM for binaural sound-source separation and localization A Deleforge, F Forbes, R Horaud 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 29 | 2013 |
| Filterbank design for end-to-end speech separation M Pariente, S Cornell, A Deleforge, E Vincent ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 27 | 2020 |
| Active-speaker detection and localization with microphones and cameras embedded into a robotic head J Cech, R Mittal, A Deleforge, J Sanchez-Riera, X Alameda-Pineda, ... 2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids …, 2013 | 26 | 2013 |
| Inverse regression approach to robust nonlinear high-to-low dimensional mapping E Perthame, F Forbes, A Deleforge Journal of Multivariate Analysis 163, 1-14, 2018 | 25 | 2018 |
| Online multimodal speaker detection for humanoid robots J Sanchez-Riera, X Alameda-Pineda, J Wienke, A Deleforge, S Arias, ... 2012 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids …, 2012 | 24 | 2012 |
| Challenges in acoustic signal enhancement for human-robot communication HW Löllmann, H Barfuss, A Deleforge, S Meier, W Kellermann Speech Communication; 11. ITG Symposium, 1-4, 2014 | 23 | 2014 |
| Audio-based search and rescue with a drone: highlights from the IEEE signal processing cup 2019 student competition [SP competitions] A Deleforge, D Di Carlo, M Strauss, R Serizel, L Marcenaro IEEE Signal Processing Magazine 36 (5), 138-144, 2019 | 20 | 2019 |
| A statistically principled and computationally efficient approach to speech enhancement using variational autoencoders M Pariente, A Deleforge, E Vincent arXiv preprint arXiv:1905.01209, 2019 | 15 | 2019 |
Radu Patrice HoraudSenior research scientist at Inria GrenobleVerified email at inria.fr
