The cocktail party robot: sound source separation and localisation with an active binaural head. - Antoine Deleforge; Radu Horaud (HRI, 2012)

Online multimodal speaker detection for humanoid robots. - Jordi Sanchez-Riera; Xavier Alameda-Pineda; Johannes Wienke; Antoine Deleforge; Soraya Arias; Jan Cech; Sebastian Wrede 001; Radu Horaud (Humanoids, 2012)

A Latently Constrained Mixture Model for Audio Source Separation and Localization. - Antoine Deleforge; Radu Horaud (LVA/ICA, 2012)

2D sound-source localization on the binaural manifold. - Antoine Deleforge; Radu Horaud (MLSP, 2012)

Variational EM for binaural sound-source separation and localization. - Antoine Deleforge; Florence Forbes; Radu Horaud (ICASSP, 2013)

Mapping Learning with Partially Latent Output. - Antoine Deleforge; Florence Forbes; Radu Horaud (CoRR, 2013)

RAVEL: an annotated corpus for training robots with audiovisual abilities. - Xavier Alameda-Pineda; Jordi Sanchez-Riera; Johannes Wienke; Vojtech Franc; Jan Cech; Kaustubh Kulkarni; Antoine Deleforge; Radu Horaud (J. Multimodal User Interfaces, 2013)

Acoustic Space Mapping: A Machine Learning Approach to Sound Source Separation and Localization. (Projection d'espaces acoustiques: une approche par apprentissage automatisé de la séparation et de la localisation). - Antoine Deleforge (2013)

Challenges in Acoustic Signal Enhancement for Human-Robot Communication. - Heinrich W. Löllmann; Hendrik Barfuss; Antoine Deleforge; Stefan Meier; Walter Kellermann (ITG Symposium on Speech Communication, 2014)

Mapping sounds onto images using binaural spectrograms. - Antoine Deleforge; Vincent Drouard; Laurent Girin; Radu Horaud (EUSIPCO, 2014)

Hyper-spectral image analysis with partially-latent regression. - Antoine Deleforge; Florence Forbes; Radu Horaud (EUSIPCO, 2014)

Co-Localization of Audio Sources Using Binaural Features and Locally-Linear Regression. - Antoine Deleforge; Radu Horaud; Yoav Y. Schechner; Laurent Girin (CoRR, 2014)

Towards a generalization of relative transfer functions to more than one source. - Antoine Deleforge; Sharon Gannot; Walter Kellermann (EUSIPCO, 2015)

Phase-optimized K-SVD for signal extraction from underdetermined multichannel sparse mixtures. - Antoine Deleforge; Walter Kellermann (ICASSP, 2015)

Head pose estimation via probabilistic high-dimensional regression. - Vincent Drouard; Sileye O. Ba; Georgios D. Evangelidis; Antoine Deleforge; Radu Horaud (ICIP, 2015)

Acoustic Space Learning for Sound-Source Separation and Localization on Binaural Manifolds. - Antoine Deleforge; Florence Forbes; Radu Horaud (Int. J. Neural Syst., 2015)

Hyper-Spectral Image Analysis With Partially Latent Regression and Spatial Markov Dependencies. - Antoine Deleforge; Florence Forbes; Sileye O. Ba; Radu Horaud (IEEE J. Sel. Top. Signal Process., 2015)

High-dimensional regression with gaussian mixtures and partially-latent response variables. - Antoine Deleforge; Florence Forbes; Radu Horaud (Stat. Comput., 2015)

Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression. - Antoine Deleforge; Radu Horaud; Yoav Y. Schechner; Laurent Girin (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Rectified binaural ratio: A complex T-distributed feature for robust sound localization. - Antoine Deleforge; Florence Forbes (EUSIPCO, 2016)

Ego-noise reduction using a motor data-guided multichannel dictionary. - Alexander Schmidt 004; Antoine Deleforge; Walter Kellermann (IROS, 2016)

Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regression. - Vincent Drouard; Radu Horaud; Antoine Deleforge; Sileye O. Ba; Georgios D. Evangelidis (CoRR, 2016)

VAST: The Virtual Acoustic Space Traveler Dataset. - Clément Gaultier; Saurabh Kataria 001; Antoine Deleforge (LVA/ICA, 2017)

Phase unmixing: Multichannel source separation with magnitude constraints. - Antoine Deleforge; Yann Traonmilin (ICASSP, 2017)

Phase retrieval with a multivariate Von Mises prior: From a Bayesian formulation to a lifting solution. - Angélique Dremeau; Antoine Deleforge (ICASSP, 2017)

Hearing in a shoe-box: Binaural source position and wall absorption estimation using virtually supervised learning. - Saurabh Kataria 001; Clément Gaultier; Antoine Deleforge (ICASSP, 2017)

Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions. - Vincent Drouard; Radu Horaud; Antoine Deleforge; Sileye O. Ba; Georgios D. Evangelidis (IEEE Trans. Image Process., 2017)

Blind Source Separation Using Mixtures of Alpha-Stable Distributions. - Nicolas Keriven; Antoine Deleforge; Antoine Liutkus (ICASSP, 2018)

Audio Source Separation with Magnitude Priors: The Beads Model. - Antoine Liutkus; Christian Rohlfing; Antoine Deleforge (ICASSP, 2018)

Separake: Source Separation with a Little Help from Echoes. - Robin Scheibler; Diego Di Carlo; Antoine Deleforge; Ivan Dokmanic (ICASSP, 2018)

DREGON: Dataset and Methods for UAV-Embedded Sound Source Localization. - Martin Strauss 003; Pol Mordel; Victor Miguet; Antoine Deleforge (IROS, 2018)

MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval. - Helena Peic Tukuljac; Antoine Deleforge; Rémi Gribonval (NeurIPS, 2018)

Evaluation of an open-source implementation of the SRP-PHAT algorithm within the 2018 LOCATA challenge. - Romain Lebarbenchon; Ewen Camberlein; Diego Di Carlo; Clément Gaultier; Antoine Deleforge; Nancy Bertin (CoRR, 2018)

Inverse regression approach to robust nonlinear high-to-low dimensional mapping. - Émeline Perthame; Florence Forbes; Antoine Deleforge (J. Multivar. Anal., 2018)

Statistical Analysis of the Multichannel Wiener Filter Using a Bivariate Normal Distribution for Sample Covariance Matrices. - Chengshi Zheng; Antoine Deleforge; Xiaodong Li 002; Walter Kellermann (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Mirage: 2D Source Localization Using Microphone Pair Augmentation with Echoes. - Diego Di Carlo; Antoine Deleforge; Nancy Bertin (ICASSP, 2019)

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders. - Manuel Pariente; Antoine Deleforge; Emmanuel Vincent 001 (INTERSPEECH, 2019)

Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition. - Antoine Deleforge; Diego Di Carlo; Martin Strauss 003; Romain Serizel; Lucio Marcenaro (CoRR, 2019)

Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]. - Antoine Deleforge; Diego Di Carlo; Martin Strauss 003; Romain Serizel; Lucio Marcenaro (IEEE Signal Process. Mag., 2019)

Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval. - Diego Di Carlo; Clement Elvira; Antoine Deleforge; Nancy Bertin; Rémi Gribonval (ICASSP, 2020)

Filterbank Design for End-to-end Speech Separation. - Manuel Pariente; Samuele Cornell; Antoine Deleforge; Emmanuel Vincent 001 (ICASSP, 2020)

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. - Manuel Pariente; Samuele Cornell; Joris Cosentino; Sunit Sivasankaran; Efthymios Tzinis; Jens Heitkaemper; Michel Olvera; Fabian-Robert Stöter; Mathieu Hu; Juan M. Martín-Doñas; David Ditter; Ariel Frank; et al. (INTERSPEECH, 2020)

A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection. - Archontis Politis; Sharath Adavanne; Daniel Krause 001; Antoine Deleforge; Prerak Srivastava; Tuomas Virtanen (DCASE, 2021)

Detecting Acoustic Reflectors Using A Robot's Ego-Noise. - Usama Saqib; Antoine Deleforge; Jesper Rindom Jensen (ICASSP, 2021)

Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings. - Prerak Srivastava; Antoine Deleforge; Emmanuel Vincent 001 (WASPAA, 2021)

dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing. - Diego Di Carlo; Pinchas Tandeitnik; Cédric Foy; Antoine Deleforge; Nancy Bertin; Sharon Gannot (CoRR, 2021)

Mean absorption estimation from room impulse responses using virtually supervised learning. - Cédric Foy; Antoine Deleforge; Diego Di Carlo (CoRR, 2021)

dEchorate: a calibrated room impulse response dataset for echo-aware signal processing. - Diego Di Carlo; Pinchas Tandeitnik; Cédric Foy; Nancy Bertin; Antoine Deleforge; Sharon Gannot (EURASIP J. Audio Speech Music. Process., 2021)

Geometry-Informed Estimation of Surface Absorption Profiles from Room Impulse Responses. - Stéphane Dilungana; Antoine Deleforge; Cédric Foy; Sylvain Faisan (EUSIPCO, 2022)

Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators. - Prerak Srivastava; Antoine Deleforge; Emmanuel Vincent 001 (IWAENC, 2022)

How to (virtually) train your sound source localizer. - Prerak Srivastava; Antoine Deleforge; Archontis Politis; Emmanuel Vincent 001 (CoRR, 2022)

Gridless 3D Recovery of Image Sources From Room Impulse Responses. - Tom Sprunck; Antoine Deleforge; Yannick Privat; Cédric Foy (IEEE Signal Process. Lett., 2022)

Signal Inpainting from Fourier Magnitudes. - Louis Bahrman; Marina Krémé; Paul Magron; Antoine Deleforge (EUSIPCO, 2023)

How to (Virtually) Train Your Speaker Localizer. - Prerak Srivastava; Antoine Deleforge; Archontis Politis; Emmanuel Vincent 001 (INTERSPEECH, 2023)

From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. - Robin San Roman; Yossi Adi; Antoine Deleforge; Romain Serizel; Gabriel Synnaeve; Alexandre Défossez (NeurIPS, 2023)

Fully Reversing the Shoebox Image Source Method: From Impulse Responses to Room Parameters. - Tom Sprunck; Antoine Deleforge; Yannick Privat; Cédric Foy (CoRR, 2024)

Latent Watermarking of Audio Generative Models. - Robin San Roman; Pierre Fernandez; Antoine Deleforge; Yossi Adi; Romain Serizel (ICASSP, 2025)