Search Results - "Deleforge, Antoine"

DREGON: Dataset and Methods for UAV-Embedded Sound Source Localization by Strauss, Martin, Mordel, Pol, Miguet, Victor, Deleforge, Antoine

“…This paper introduces DREGON, a novel publicly-available dataset that aims at pushing research in sound source localization using a microphone array embedded…”
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dEchorate: a calibrated room impulse response dataset for echo-aware signal processing by Carlo, Diego Di, Tandeitnik, Pinchas, Foy, Cedrić, Bertin, Nancy, Deleforge, Antoine, Gannot, Sharon

“…This paper presents a new dataset of measured multichannel room impulse responses (RIRs) named dEchorate. It includes annotations of early echo timings and 3D…”
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Phase-optimized K-SVD for signal extraction from underdetermined multichannel sparse mixtures by Deleforge, Antoine, Kellermann, Walter

“…We propose a novel sparse representation for heavily underdetermined multichannel sound mixtures, i.e., with much more sources than microphones. The proposed…”
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Mean absorption estimation from room impulse responses using virtually supervised learning by Foy, Cédric, Deleforge, Antoine, Di Carlo, Diego

“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
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Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions by Drouard, Vincent, Horaud, Radu, Deleforge, Antoine, Ba, Sileye, Evangelidis, Georgios

“…Head-pose estimation has many applications, such as social event analysis, human-robot and human-computer interaction, driving assistance, and so forth…”
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Mean absorption estimation from room impulse responses using virtually supervised learning by Foy, Cédric, Deleforge, Antoine, Di Carlo, Diego

“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
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Filterbank Design for End-to-end Speech Separation by Pariente, Manuel, Cornell, Samuele, Deleforge, Antoine, Vincent, Emmanuel

“…Single-channel speech separation has recently made great progress thanks to learned filterbanks as used in ConvTasNet. In parallel, parameterized filterbanks…”
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Mean absorption estimation from room impulse responses using virtually supervised learninga by Foy, Cédric, Deleforge, Antoine, Di Carlo, Diego

“…In the context of building acoustics and the acoustic diagnosis of an existing room, it introduces and investigates a new approach to estimate the mean…”
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Gridless 3D Recovery of Image Sources From Room Impulse Responses by Sprunck, Tom, Deleforge, Antoine, Privat, Yannick, Foy, Cedric

“…Given a sound field generated by a sparse distribution of impulse image sources, can the continuous 3D positions and amplitudes of these sources be recovered…”
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Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression by Deleforge, Antoine, Horaud, Radu, Schechner, Yoav Y., Girin, Laurent

“…This paper addresses the problem of localizing audio sources using binaural measurements. We propose a supervised formulation that simultaneously localizes…”
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Blind Room Parameter Estimation Using Multiple Multichannel Speech Recordings by Srivastava, Prerak, Deleforge, Antoine, Vincent, Emmanuel

“…Knowing the geometrical and acoustical parameters of a room may benefit applications such as audio augmented reality, speech dereverberation or audio…”
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Gridless 3D Recovery of Image Sources from Room Impulse Responses by Sprunck, Tom, Privat, Yannick, Deleforge, Antoine, Foy, Cédric

“…Given a sound field generated by a sparse distribution of impulse image sources, can the continuous 3D positions and amplitudes of these sources be recovered…”
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Acoustic space learning for sound-source separation and localization on binaural manifolds by Deleforge, Antoine, Forbes, Florence, Horaud, Radu

“…In this paper, we address the problems of modeling the acoustic space generated by a full-spectrum sound source and using the learned model for the…”
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Inverse regression approach to robust nonlinear high-to-low dimensional mapping by Perthame, Emeline, Forbes, Florence, Deleforge, Antoine

“…The goal of this paper is to address the issue of nonlinear regression with outliers, possibly in high dimension, without specifying the form of the link…”
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High-dimensional regression with gaussian mixtures and partially-latent response variables by Deleforge, Antoine, Forbes, Florence, Horaud, Radu

“…The problem of approximating high-dimensional data with a low-dimensional representation is addressed. The article makes the following contributions. An…”
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Phase unmixing: Multichannel source separation with magnitude constraints by Deleforge, Antoine, Traonmilin, Yann

“…We consider the problem of estimating the phases of K mixed complex signals from a multichannel observation, when the mixing matrix and signal magnitudes are…”
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dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing by Di Carlo, Diego, Tandeitnik, Pinchas, Foy, Cédric, Deleforge, Antoine, Bertin, Nancy, Gannot, Sharon

“…This paper presents dEchorate: a new database of measured multichannel Room Impulse Responses (RIRs) including annotations of early echo timings and 3D…”
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Detecting Acoustic Reflectors Using A Robot's Ego-Noise by Saqib, Usama, Deleforge, Antoine, Jensen, Jesper Rindom

“…In this paper, we propose a method to estimate the proximity of an acoustic reflector, e.g., a wall, using ego-noise, i.e., the noise produced by the moving…”
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Mirage: 2D Source Localization Using Microphone Pair Augmentation with Echoes by Carlo, Diego Di, Deleforge, Antoine, Bertin, Nancy

“…It is commonly observed that acoustic echoes hurt per mance of sound source localization (SSL) methods. We troduce the concept of microphone array augmentation…”
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Audio Source Separation with Magnitude Priors: The Beads Model by Liutkus, Antoine, Rohlfing, Christian, Deleforge, Antoine

“…Audio source separation comes with the need to devise multichannel filters that can exploit priors about the target signals. In that context, experience shows…”
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