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 B357
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

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. IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.101-105. ⟨hal-02005102v2⟩

Speech enhancement with variational autoencoders and alpha-stable distributions

Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - IEEE International Conference on Acoustics Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩. ⟨hal-02005106⟩

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. ⟨https://digital-library.theiet.org/content/journals/10.1049/trit.2018.1061⟩. ⟨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⟩

Assessing the Performances of different Neural Network Architectures for the Detection of Screams and Shouts in Public Transportation

Pierre Laffitte, Yun Wang, David Sodoyer, Laurent Girin. Assessing the Performances of different Neural Network Architectures for the Detection of Screams and Shouts in Public Transportation. Expert Systems with Applications, Elsevier, 2019, 117, pp.29-41. ⟨10.1016/j.eswa.2018.08.052⟩. ⟨hal-01892436⟩

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. 2018. ⟨hal-01950866⟩

Audio source separation into the wild

Laurent Girin, Sharon Gannot, Xiaofei Li. Audio source separation into the wild. Multimodal Behavior Analysis in the Wild, Academic Press (Elsevier), pp.53-78, 2018, Computer Vision and Pattern Recognition, ⟨10.1016/B978-0-12-814601-9.00022-5⟩. ⟨hal-01943375⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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