Antoine Deleforge

According to our database, Antoine Deleforge authored at least 54 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Signal Inpainting from Fourier Magnitudes.

Louis Bahrman, Marina Krémé, Paul Magron, Antoine Deleforge

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Gridless 3D Recovery of Image Sources From Room Impulse Responses.

Tom Sprunck, Antoine Deleforge, Yannick Privat, Cédric Foy

IEEE Signal Process. Lett., 2022

How to (virtually) train your sound source localizer.

Prerak Srivastava, Antoine Deleforge, Archontis Politis, Emmanuel Vincent

CoRR, 2022

Realistic Sources, Receivers and Walls Improve The Generalisability of Virtually-Supervised Blind Acoustic Parameter Estimators.

Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Geometry-Informed Estimation of Surface Absorption Profiles from Room Impulse Responses.

Stéphane Dilungana, Antoine Deleforge, Cédric Foy, Sylvain Faisan

Proceedings of the 30th European Signal Processing Conference, 2022

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

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 Database for Echo-aware Signal Processing.

Diego Di Carlo, Pinchas Tandeitnik, Cédric Foy, Antoine Deleforge, Nancy Bertin, Sharon Gannot

CoRR, 2021

Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings.

Prerak Srivastava, Antoine Deleforge, Emmanuel Vincent

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Detecting Acoustic Reflectors Using A Robot's Ego-Noise.

Usama Saqib, Antoine Deleforge, Jesper Rindom Jensen

Proceedings of the IEEE International Conference on Acoustics, 2021

A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection.

Archontis Politis, Sharath Adavanne, Daniel Krause, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

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, Antoine Deleforge, Emmanuel Vincent

Proceedings of the Interspeech 2020, 2020

Filterbank Design for End-to-end Speech Separation.

Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval.

Diego Di Carlo, Clement Elvira, Antoine Deleforge, Nancy Bertin, Rémi Gribonval

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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, Romain Serizel, Lucio Marcenaro

IEEE Signal Process. Mag., 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, Romain Serizel, Lucio Marcenaro

CoRR, 2019

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders.

Manuel Pariente, Antoine Deleforge, Emmanuel Vincent

Proceedings of the Interspeech 2019, 2019

Mirage: 2D Source Localization Using Microphone Pair Augmentation with Echoes.

Diego Di Carlo, Antoine Deleforge, Nancy Bertin

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Statistical Analysis of the Multichannel Wiener Filter Using a Bivariate Normal Distribution for Sample Covariance Matrices.

Chengshi Zheng, Antoine Deleforge, Xiaodong Li, Walter Kellermann

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Inverse regression approach to robust nonlinear high-to-low dimensional mapping.

Émeline Perthame, Florence Forbes, Antoine Deleforge

J. Multivar. Anal., 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

MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval.

Helena Peic Tukuljac, Antoine Deleforge, Rémi Gribonval

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

DREGON: Dataset and Methods for UAV-Embedded Sound Source Localization.

Martin Strauss, Pol Mordel, Victor Miguet, Antoine Deleforge

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Separake: Source Separation with a Little Help from Echoes.

Robin Scheibler, Diego Di Carlo, Antoine Deleforge, Ivan Dokmanic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Audio Source Separation with Magnitude Priors: The Beads Model.

Antoine Liutkus, Christian Rohlfing, Antoine Deleforge

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Blind Source Separation Using Mixtures of Alpha-Stable Distributions.

Nicolas Keriven, Antoine Deleforge, Antoine Liutkus

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

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

Hearing in a shoe-box: Binaural source position and wall absorption estimation using virtually supervised learning.

Saurabh Kataria, Clément Gaultier, Antoine Deleforge

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phase retrieval with a multivariate Von Mises prior: From a Bayesian formulation to a lifting solution.

Angélique Dremeau, Antoine Deleforge

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phase unmixing: Multichannel source separation with magnitude constraints.

Antoine Deleforge, Yann Traonmilin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

VAST: The Virtual Acoustic Space Traveler Dataset.

Clément Gaultier, Saurabh Kataria, Antoine Deleforge

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

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

Ego-noise reduction using a motor data-guided multichannel dictionary.

Alexander Schmidt, Antoine Deleforge, Walter Kellermann

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Rectified binaural ratio: A complex T-distributed feature for robust sound localization.

Antoine Deleforge, Florence Forbes

Proceedings of the 24th European Signal Processing Conference, 2016

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

High-dimensional regression with gaussian mixtures and partially-latent response variables.

Antoine Deleforge, Florence Forbes, Radu Horaud

Stat. Comput., 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

Acoustic Space Learning for Sound-Source Separation and Localization on Binaural Manifolds.

Antoine Deleforge, Florence Forbes, Radu Horaud

Int. J. Neural Syst., 2015

Head pose estimation via probabilistic high-dimensional regression.

Vincent Drouard, Sileye O. Ba, Georgios D. Evangelidis, Antoine Deleforge, Radu Horaud

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Phase-optimized K-SVD for signal extraction from underdetermined multichannel sparse mixtures.

Antoine Deleforge, Walter Kellermann

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Towards a generalization of relative transfer functions to more than one source.

Antoine Deleforge, Sharon Gannot, Walter Kellermann

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Co-Localization of Audio Sources Using Binaural Features and Locally-Linear Regression.

Antoine Deleforge, Radu Horaud, Yoav Y. Schechner, Laurent Girin

CoRR, 2014

Hyper-spectral image analysis with partially-latent regression.

Antoine Deleforge, Florence Forbes, Radu Horaud

Proceedings of the 22nd European Signal Processing Conference, 2014

Mapping sounds onto images using binaural spectrograms.

Antoine Deleforge, Vincent Drouard, Laurent Girin, Radu Horaud

Proceedings of the 22nd European Signal Processing Conference, 2014

Challenges in Acoustic Signal Enhancement for Human-Robot Communication.

Heinrich W. Löllmann, Hendrik Barfuss, Antoine Deleforge, Stefan Meier, Walter Kellermann

Proceedings of the 11th ITG Symposium on Speech Communication, 2014

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

PhD thesis, 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

Mapping Learning with Partially Latent Output.

Antoine Deleforge, Florence Forbes, Radu Horaud

CoRR, 2013

Variational EM for binaural sound-source separation and localization.

Antoine Deleforge, Florence Forbes, Radu Horaud

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

2D sound-source localization on the binaural manifold.

Antoine Deleforge, Radu Horaud

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

A Latently Constrained Mixture Model for Audio Source Separation and Localization.

Antoine Deleforge, Radu Horaud

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Online multimodal speaker detection for humanoid robots.

Jordi Sanchez-Riera, Xavier Alameda-Pineda, Johannes Wienke, Antoine Deleforge, Soraya Arias, Jan Cech, Sebastian Wrede, Radu Horaud

Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

The cocktail party robot: sound source separation and localisation with an active binaural head.

Antoine Deleforge, Radu Horaud

Proceedings of the International Conference on Human-Robot Interaction, 2012