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Girin Laurent
Girin Laurent
Professeur, Grenoble-INP
Dirección de correo verificada de grenoble-inp.fr
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Dynamical variational autoencoders: A comprehensive review
L Girin, S Leglaive, X Bie, J Diard, T Hueber, X Alameda-Pineda
arXiv preprint arXiv:2008.12595, 2020
3152020
A survey of sound source localization with deep learning methods
PA Grumiaux, S Kitić, L Girin, A Guérin
The Journal of the Acoustical Society of America 152 (1), 107-151, 2022
3032022
Audio-visual enhancement of speech in noise
L Girin, JL Schwartz, G Feng
The Journal of the Acoustical Society of America 109 (6), 3007-3020, 2001
1662001
Informed source separation through spectrogram coding and data embedding
A Liutkus, J Pinel, R Badeau, L Girin, G Richard
Signal Processing 92 (8), 1937-1949, 2012
1152012
Mixing audiovisual speech processing and blind source separation for the extraction of speech signals from convolutive mixtures
B Rivet, L Girin, C Jutten
IEEE transactions on audio, speech, and language processing 15 (1), 96-108, 2006
1132006
A watermarking-based method for informed source separation of audio signals with a single sensor
M Parvaix, L Girin, JM Brossier
IEEE Transactions on audio, speech, and language processing 18 (6), 1464-1475, 2009
1102009
A recurrent variational autoencoder for speech enhancement
S Leglaive, X Alameda-Pineda, L Girin, R Horaud
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1072020
A variance modeling framework based on variational autoencoders for speech enhancement
S Leglaive, L Girin, R Horaud
2018 IEEE 28th international workshop on machine learning for signal …, 2018
1032018
Real-time control of an articulatory-based speech synthesizer for brain computer interfaces
F Bocquelet, T Hueber, L Girin, C Savariaux, B Yvert
PLoS computational biology 12 (11), e1005119, 2016
1022016
Audio-visual speech enhancement using conditional variational auto-encoders
M Sadeghi, S Leglaive, X Alameda-Pineda, L Girin, R Horaud
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1788-1800, 2020
892020
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization
S Leglaive, L Girin, R Horaud
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
862019
Deep neural networks for automatic detection of screams and shouted speech in subway trains
P Laffitte, D Sodoyer, C Tatkeu, L Girin
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
842016
Key considerations in designing a speech brain-computer interface
F Bocquelet, T Hueber, L Girin, S Chabardès, B Yvert
Journal of Physiology-Paris 110 (4), 392-401, 2016
782016
Log-rayleigh distribution: A simple and efficient statistical representation of log-spectral coefficients
B Rivet, L Girin, C Jutten
IEEE transactions on audio, speech, and language processing 15 (3), 796-802, 2007
782007
Estimation of the direct-path relative transfer function for supervised sound-source localization
X Li, L Girin, R Horaud, S Gannot
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (11 …, 2016
732016
An analysis of visual speech information applied to voice activity detection
D Sodoyer, B Rivet, L Girin, JL Schwartz, C Jutten
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
712006
A variational EM algorithm for the separation of time-varying convolutive audio mixtures
D Kounades-Bastian, L Girin, X Alameda-Pineda, S Gannot, R Horaud
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (8), 1408 …, 2016
692016
Unsupervised speech enhancement using dynamical variational autoencoders
X Bie, S Leglaive, X Alameda-Pineda, L Girin
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 2993-3007, 2022
682022
Co-localization of audio sources in images using binaural features and locally-linear regression
A Deleforge, R Horaud, YY Schechner, L Girin
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 718-731, 2015
662015
Informed source separation of linear instantaneous under-determined audio mixtures by source index embedding
M Parvaix, L Girin
IEEE Transactions on Audio, Speech, and Language Processing 19 (6), 1721-1733, 2010
662010
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