Simon Leglaive

60 papers A* 1A 2C 2Misc 10Journal 36Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A vector quantized masked autoencoder for audiovisual speech emotion recognition. Comput. Vis. Image Underst. Samir Sadok, Simon Leglaive, Renaud Séguier
2025	Misc	`conf`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. ICASSP Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	J	`jnl`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	A*	`conf`	MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CVPR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2025	J	`jnl`	Modeling strategies for speech enhancement in the latent space of a neural audio codec. CoRR Sofiene Kammoun, Xavier Alameda-Pineda, Simon Leglaive
2025	J	`jnl`	Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. Comput. Speech Lang. Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
2024	J	`jnl`	A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2024	J	`jnl`	MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2024	J	`jnl`	Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. CoRR Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
2024	Misc	`conf`	Towards Improving Speech Emotion Recognition Using Synthetic Data Augmentation from Emotion Conversion. ICASSP Karim M. Ibrahim, Antony Perzo, Simon Leglaive
2024	—	`conf`	VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. ECCV (52) Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno-Noguer
2023	J	`jnl`	A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	—	`conf`	A Vector Quantized Masked Autoencoder for Speech Emotion Recognition. ICASSP Workshops Samir Sadok, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	A vector quantized masked autoencoder for audiovisual speech emotion recognition. CoRR Samir Sadok, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	A vector quantized masked autoencoder for speech emotion recognition. CoRR Samir Sadok, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space. CoRR Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. Speech Commun. Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	C	`conf`	Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	J	`jnl`	Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	Misc	`conf`	Speech Modeling with a Hierarchical Transformer Dynamical VAE. ICASSP Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Speech Modeling with a Hierarchical Transformer Dynamical VAE. CoRR Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	C	`conf`	SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. MIG Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. CoRR Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
2023	J	`jnl`	The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. CoRR Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
2023	A	`conf`	Unsupervised speech enhancement with deep dynamical generative speech and noise models. INTERSPEECH Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Unsupervised speech enhancement with deep dynamical generative speech and noise models. CoRR Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno-Noguer
2022	J	`jnl`	Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control. CoRR Rafael Accácio Nogueira, Romain Bourdais, Simon Leglaive, Hervé Guéguen
2022	J	`jnl`	HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. CoRR Xiaoyu Bie, Wen Guo, Simon Leglaive, Laurent Girin, Francesc Moreno-Noguer, Xavier Alameda-Pineda
2022	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2022	J	`jnl`	Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
2021	A	`conf`	A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. Interspeech Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
2021	J	`jnl`	A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling. CoRR Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
2021	J	`jnl`	Dynamical Variational Autoencoders: A Comprehensive Review. Found. Trends Mach. Learn. Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
2021	—	`conf`	On Speech Sparsity for Computational Efficiency and Noise Reduction in Hearing Aids. APSIPA ASC Adrien Llave, Simon Leglaive
2021	J	`jnl`	Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. CoRR Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
2020	Misc	`conf`	A Recurrent Variational Autoencoder for Speech Enhancement. ICASSP Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2020	J	`jnl`	Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. IEEE ACM Trans. Audio Speech Lang. Process. Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2020	J	`jnl`	Dynamical Variational Autoencoders: A Comprehensive Review. CoRR Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
2020	—	`conf`	Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression. APSIPA Adrien Llave, Simon Leglaive, Renaud Séguier
2019	J	`jnl`	A Recurrent Variational Autoencoder for Speech Enhancement. CoRR Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2019	J	`jnl`	A variance modeling framework based on variational autoencoders for speech enhancement. CoRR Simon Leglaive, Laurent Girin, Radu Horaud
2019	J	`jnl`	Audio-Noise Power Spectral Density Estimation Using Long Short-Term Memory. IEEE Signal Process. Lett. Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud
2019	J	`jnl`	Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. CoRR Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud
2019	J	`jnl`	Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. CoRR Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2019	Misc	`conf`	Semi-supervised Multichannel Speech Enhancement with Variational Autoencoders and Non-negative Matrix Factorization. ICASSP Simon Leglaive, Laurent Girin, Radu Horaud
2019	Misc	`conf`	Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
2019	J	`jnl`	Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
2018	—	`conf`	A variance Modeling Framework based on variational Autoencoders for speech enhancement. MLSP Simon Leglaive, Laurent Girin, Radu Horaud
2018	Misc	`conf`	Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
2018	J	`jnl`	Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. CoRR Simon Leglaive, Laurent Girin, Radu Horaud
2018	J	`jnl`	Student's t Source and Mixing Models for Multichannel Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Simon Leglaive, Roland Badeau, Gaël Richard
2017	Misc	`conf`	Alpha-stable multichannel audio source separation. ICASSP Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
2017	Misc	`conf`	Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. ICASSP Simon Leglaive, Roland Badeau, Gaël Richard
2017	—	`conf`	Semi-blind student's t source separation for multichannel audio convolutive mixtures. EUSIPCO Simon Leglaive, Roland Badeau, Gaël Richard
2017	—	`conf`	Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. WASPAA Simon Leglaive, Roland Badeau, Gaël Richard
2016	—	`conf`	Autoregressive moving average modeling of late reverberation in the frequency domain. EUSIPCO Simon Leglaive, Roland Badeau, Gaël Richard
2016	J	`jnl`	Multichannel Audio Source Separation With Probabilistic Reverberation Priors. IEEE ACM Trans. Audio Speech Lang. Process. Simon Leglaive, Roland Badeau, Gaël Richard
2015	—	`conf`	Multichannel audio source separation with probabilistic reverberation modeling. WASPAA Simon Leglaive, Roland Badeau, Gaël Richard
2015	Misc	`conf`	Singing voice detection with deep recurrent neural networks. ICASSP Simon Leglaive, Romain Hennequin, Roland Badeau