Laurent GIRIN
Professeur Grenoble-INP
Equipe Cognitive Robotics, Interactive Systems, & Speech Processing
Département Parole et Cognition
ME CONTACTER / CONTACT ME
Mail : laurent.girin@gipsa-lab.grenoble-inp.fr

Domaine Universitaire
BP 46
38402 Saint Martin d'Hères cedex

Bureau B366
Tél.33 (0)4 76 57 45 37
Fax : 33 (0)4 76 57 47 10
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers

Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2019, 42, pp.1-17. ⟨ 10.1109/TPAMI.2019.2953020 ⟩. ⟨ hal-01950866v2 ⟩

Audio-Visual Variational Fusion for Multi-Person Tracking with Robots

Xavier Alameda-Pineda, Soraya Arias, Yutong Ban, Guillaume Delorme, Laurent Girin, et al.. Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. ACMMM 2019 - 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. pp.1059-1061, ⟨ 10.1145/3343031.3350590 ⟩. ⟨ hal-02354514 ⟩

Bayesian time-domain multiple sound source localization for a stochastic machine

Raphael Frisch, Marvin Faix, Jacques Droulez, Laurent Girin, Emmanuel Mazer. Bayesian time-domain multiple sound source localization for a stochastic machine. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. pp.1-5, ⟨ 10.23919/EUSIPCO.2019.8902666 ⟩. ⟨ hal-02377220 ⟩

Audio-noise Power Spectral Density Estimation Using Long Short-term Memory

Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud. Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2019, 26 (6), pp.918-922. ⟨ 10.1109/LSP.2019.2911879 ⟩. ⟨ hal-02100059 ⟩

Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, 27 (9), pp.1365-1377. ⟨ 10.1109/TASLP.2019.2919183 ⟩. ⟨ hal-01969041 ⟩

Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization

Simon Leglaive, Laurent Girin, Radu Horaud. Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. pp.101-105, ⟨ 10.1109/ICASSP.2019.8683704 ⟩. ⟨ hal-02005102v2 ⟩

Autoencoders for music sound modeling : a comparison of linear, shallow, deep, recurrent and variational models

Fanny Roche, Thomas Hueber, Samuel Limier, Laurent Girin. Autoencoders for music sound modeling : a comparison of linear, shallow, deep, recurrent and variational models. SMC 2019 - 16th Sound & Music Computing Conference, May 2019, Malaga, Spain. ⟨ hal-02349406 ⟩

Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function

Xiaofei Li, Laurent Girin, Radu Horaud. Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function. CAAI Transactions on Intelligent Technologies, Elsevier B.V., 2019, 4 (1), pp.47 - 53. ⟨ 10.1049/trit.2018.1061 ⟩. ⟨ hal-01982250 ⟩

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments

Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2019, 13 (1), pp.88-103. ⟨ 10.1109/JSTSP.2019.2903472 ⟩. ⟨ hal-01851985v2 ⟩

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, 27 (3), pp.645-659. ⟨ 10.1109/TASLP.2019.2892412 ⟩. ⟨ hal-01799809 ⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

UMR 5216 CNRS - Grenoble INP - Université Joseph Fourier - Université Stendhal