Simon Leglaive

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

14h-index952citations85works5.92yr avg
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Research Topics

Speech and Audio Processing(51), Music and Audio Processing(35), Speech Recognition and Synthesis(27), Blind Source Separation Techniques(16), Advanced Adaptive Filtering Techniques(11)

Publications85 total

Modeling strategies for speech enhancement in the latent space of a neural audio codec
arXiv (Cornell University)·2025Open Access
MEGA: Masked Generative Autoencoder for Human Mesh Recovery
2025· 2 cited
A vector quantized masked autoencoder for audiovisual speech emotion recognition
Computer Vision and Image Understanding·2025· 4 citedOpen Access
AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder
2025· 2 citedOpen Access
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space
Lecture notes in computer science·2024· 6 citedOpen Access
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge
Computer Speech & Language·2024· 11 citedOpen Access
MEGA: Masked Generative Autoencoder for Human Mesh Recovery
arXiv (Cornell University)·2024Open Access
Towards Improving Speech Emotion Recognition Using Synthetic Data Augmentation from Emotion Conversion
2024· 11 citedOpen Access
A multimodal dynamical variational autoencoder for audiovisual speech representation learning
Neural Networks·2024· 17 citedOpen Access
VQ-HPS
arXiv (Cornell University)·2023Open Access
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos
2023· 7 citedOpen Access
Motion-DVAE: Unsupervised learning for fast human motion denoising
2023· 2 citedOpen Access
SwimXYZ: Freestyle videos (Part 2)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Breastroke videos (Part 1)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Breastroke videos (Part 1)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Freestyle videos (Part 2)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Backstroke videos (Part 2)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Butterfly videos (Part 1)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Butterfly videos (Part 2)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
SwimXYZ: Backstroke videos (Part 1)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Xavier Alameda-Pineda(20), Laurent Girin(18), Renaud Séguier(13), Roland Badeau(12), Gaël Richard(12), Samir Sadok(9), Xiaoyu Bie(6), Radu Horaud(6), Thomas Hueber(4), Guénolé Fiche(4), Umut Şimşekli(3), Antoine Liutkus(3), Léonie Borne(3), Mostafa Sadeghi(3), Matthieu Fraticelli(3), Scott Wisdom(3), Manuel Pariente(3), Daniel Pressnitzer(3), John R. Hershey(3), Francesc Moreno-Noguer(3)