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2023


12 publication(s):

Articles

1 - 
Local Temporal Pattern and Data Augmentation for Micro-Expression Spotting
Jingting Li, Catherine Soladie, Renaud Seguier
IEEE Transactions on Affective Computing, 2023, 14 (1), pp.811 - 822.
DOI : https://doi.org/10.1109/TAFFC.2020.3023821
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2 - 
MES-loss: Mutually Equidistant Separation Metric Learning Loss Function
Yasser Mohamed Boutaleb, Catherine Soladie, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Seguier
Pattern Recognition Letters, 2023, 172, pp.58-64.
DOI : https://doi.org/10.1016/j.patrec.2023.06.005
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3 - 
Learning and controlling the source-filter representation of speech with a variational autoencoder
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
Speech Communication, 2023, 148, pp.53-65. ⟨hal-03650569v3⟩
DOI : https://doi.org/10.1016/j.specom.2023.02.005
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4 - 
Combining GAN with reverse correlation to construct personalized facial expressions
Sen Yan, Catherine Soladié, Jean-Julien Aucouturier, Renaud Seguier
PLoS ONE, 2023, Affective Computing and Human-Computer Interactions, 18 (8), pp.e0290612.
DOI : https://doi.org/10.1371/journal.pone.0290612
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Workshop/conference papers

5 - 
Étude sur l'inversion de StyleGAN dans un contexte de détection d'hypertrucages
Matthieu Delmas, Amine Kacete, Stephane Paquelet, Simon Leglaive, Renaud Seguier
XXIXe Colloque GRETSI, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France.
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6 - 
Motion-DVAE: Unsupervised learning for fast human motion denoising
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
ACM SIGGRAPH Conference on Motion, Interaction and Games (ACM MIG), Nov 2023, Rennes, France.
DOI : https://doi.org/10.1145/3623264.3624454
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7 - 
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos
Fiche Guénolé, Sevestre Vincent, Gonzalez-Barral Camila, Leglaive Simon, Séguier Renaud
ACM SIGGRAPH Conference on Motion, Interaction and Games (ACM MIG), Nov 2023, Rennes, France.
DOI : https://doi.org/10.1145/3623264.3624440
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8 - 
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement
Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
7th International Workshop on Speech Processing in Everyday Environments (CHiME), Aug 2023, Dublin, Ireland. ⟨hal-04156930v2⟩
DOI : https://doi.org/10.21437/CHiME.2023-2
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9 - 
Unsupervised speech enhancement with deep dynamical generative speech and noise models
Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Interspeech 2023 - 24th Annual Conference of the International Speech Communication Association, ISCA, Aug 2023, Dublin, Ireland. pp.1-5.
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10 - 
Speech Modeling with a Hierarchical Transformer Dynamical VAE
Xiaoyu Lin, X. Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5,
DOI : https://doi.org/10.1109/ICASSP49357.2023.10096751
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