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Source localization in reverberant rooms using Deep Learning and microphone arrays

Hadrien Pujol , Eric Bavu , Alexandre Garcia
23rd International Congress on Acoustics (ICA 2019 Aachen), Sep 2019, Aachen, Germany
Conference papers hal-02276941v1
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TimeScaleNet : a Multiresolution Approach for Raw Audio Recognition using Learnable Biquadratic IIR Filters and Residual Networks of Depthwise-Separable One-Dimensional Atrous Convolutions

Eric Bavu , Aro Ramamonjy , Hadrien Pujol , Alexandre Garcia
IEEE Journal of Selected Topics in Signal Processing, 2019, 13 (2), pp.220-235. ⟨10.1109/JSTSP.2019.2908696⟩
Journal articles hal-02088214v1
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Configurable EBEN: Extreme Bandwidth Extension Network to enhance body-conducted speech capture

Julien Hauret , Thomas Joubaud , Véronique Zimpfer , Éric Bavu
IEEE/ACM Transactions on Audio, Speech and Language Processing, In press, ⟨10.1109/TASLP.2023.3313433⟩
Journal articles hal-04037315v2
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Timescalenet: a multiresolution approch for raw audio recognition

Eric Bavu , Aro Ramamonjy , Hadrien Pujol , Alexandre Garcia
ICASSP 2019, May 2019, Brighton, United Kingdom
Conference papers hal-02106622v1
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EBEN: Extreme bandwidth extension network applied to speech signals captured with noise-resilient body-conduction microphones

Julien Hauret , Thomas Joubaud , Véronique Zimpfer , Éric Bavu
ICASSP 2023 : 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10096301⟩
Conference papers hal-03830649v1

Deeplomatics project: Multimodal UAV detection, localisation and identification for site surveillance

Sébastien Hengy , Oussama Rassy , Sébastien de Mezzo , Eric Bavu , Hadrien Pujol , et al.
8th Workshop on Battelfield Acoustics, ISL, Oct 2022, Saint-Louis, France
Conference papers hal-03831918v1
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Modal analysis updating with an uncertain computational dynamical model and with experiments

Evangéline Capiez-Lernout , Christian Soize , Roger Ohayon
IMAC XXVII conference, Feb 2009, Orlando, Florida, United States. pp.1-8
Conference papers hal-00691737v1

2D/3D acoustic source localization using Deep Learning techniques and arbitrary microphone array configurations

Hadrien Pujol , Eric Bavu , Alexandre Garcia
7th Workshop on Battlefield Acoustics, ISL - French German Research Institute of Saint-Louis, Oct 2020, Saint-Louis, France
Conference papers hal-03219076v1
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Caractérisation robuste du comportement vibratoire d'une structure assemblée

Martin Ghienne , Claude Blanzé , Luc Laurent
2e Colloque de l'association SUPMECA - Les assemblages mécaniques: Évolutions récentes et perspectives, Jul 2017, Saint-Ouen, France
Conference papers hal-01567255v1
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BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data

Hadrien Pujol , Eric Bavu , Alexandre Garcia
Journal of the Acoustical Society of America, 2021, Special issue on Machine Learning in Acoustics, 149 (6), pp.4248-4263. ⟨10.1121/10.0005046⟩
Journal articles hal-03219058v1

3D Sound source localization in reverberant rooms using Deep Learning and microphone arrays : Simulation and experiments

Hadrien Pujol , Eric Bavu , Alexandre Garcia
e-Forum Acusticum 2020, Dec 2020, Lyon, France. ⟨10.48465/fa.2020.0552⟩
Conference papers hal-03219047v1
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Méthodes Temporelles en Acoustique

Eric Bavu
Acoustique [physics.class-ph]. Conservatoire National des Arts et Métiers, 2019
Habilitation à diriger des recherches tel-02467383v1