Simon Leglaive

Publication Activity (10 Years)

Years Active: 2015-2025
Publications (10 Years): 52

Top Topics

Convolutive Mixtures

Negative Matrix Factorization

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. Comput. Speech Lang. 89 (2025)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks 172 (2024)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer
MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CoRR (2024)
Karim M. Ibrahim, Antony Perzo, Simon Leglaive
Towards Improving Speech Emotion Recognition Using Synthetic Data Augmentation from Emotion Conversion. ICASSP (2024)
Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. CoRR (2024)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG (2023)
Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier
LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space. CoRR (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A Vector Quantized Masked Autoencoder for Speech Emotion Recognition. ICASSP Workshops (2023)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR (2023)
Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Speech Modeling with a Hierarchical Transformer Dynamical VAE. CoRR (2023)
Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. MIG (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
Learning and controlling the source-filter representation of speech with a variational autoencoder. Speech Commun. 148 (2023)
Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Unsupervised speech enhancement with deep dynamical generative speech and noise models. CoRR (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A vector quantized masked autoencoder for speech emotion recognition. CoRR (2023)
Samir Sadok, Simon Leglaive, Renaud Séguier
A vector quantized masked autoencoder for audiovisual speech emotion recognition. CoRR (2023)
Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno-Noguer
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. CoRR (2023)
Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Unsupervised speech enhancement with deep dynamical generative speech and noise models. INTERSPEECH (2023)
Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Speech Modeling with a Hierarchical Transformer Dynamical VAE. ICASSP (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR (2023)
Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. CoRR (2023)
Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. CoRR (2023)
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
Learning and controlling the source-filter representation of speech with a variational autoencoder. CoRR (2022)
Xiaoyu Bie, Wen Guo, Simon Leglaive, Laurent Girin, Francesc Moreno-Noguer, Xavier Alameda-Pineda
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. CoRR (2022)
Rafael Accácio Nogueira, Romain Bourdais, Simon Leglaive, Hervé Guéguen
Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control. CoRR (2022)
Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. CoRR (2021)
Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling. CoRR (2021)
Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
Dynamical Variational Autoencoders: A Comprehensive Review. Found. Trends Mach. Learn. 15 (1-2) (2021)
Adrien Llave, Simon Leglaive
On Speech Sparsity for Computational Efficiency and Noise Reduction in Hearing Aids. APSIPA ASC (2021)
Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. Interspeech (2021)
Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
A Recurrent Variational Autoencoder for Speech Enhancement. ICASSP (2020)
Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
Dynamical Variational Autoencoders: A Comprehensive Review. CoRR (2020)
Adrien Llave, Simon Leglaive, Renaud Séguier
Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression. APSIPA (2020)
Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud
Audio-Noise Power Spectral Density Estimation Using Long Short-Term Memory. IEEE Signal Process. Lett. 26 (6) (2019)
Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. CoRR (2019)
Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud
Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. CoRR (2019)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR (2019)
Simon Leglaive, Laurent Girin, Radu Horaud
A variance modeling framework based on variational autoencoders for speech enhancement. CoRR (2019)
Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
A Recurrent Variational Autoencoder for Speech Enhancement. CoRR (2019)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP (2019)
Simon Leglaive, Laurent Girin, Radu Horaud
Semi-supervised Multichannel Speech Enhancement with Variational Autoencoders and Non-negative Matrix Factorization. ICASSP (2019)
Simon Leglaive, Laurent Girin, Radu Horaud
A variance Modeling Framework based on variational Autoencoders for speech enhancement. MLSP (2018)
Simon Leglaive, Laurent Girin, Radu Horaud
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. CoRR (2018)
Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP (2018)
Simon Leglaive, Roland Badeau, Gaël Richard
Student's t Source and Mixing Models for Multichannel Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-stable multichannel audio source separation. ICASSP (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. WASPAA (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Semi-blind student's t source separation for multichannel audio convolutive mixtures. EUSIPCO (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. ICASSP (2017)
Simon Leglaive, Roland Badeau, Gaël Richard
Autoregressive moving average modeling of late reverberation in the frequency domain. EUSIPCO (2016)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel Audio Source Separation With Probabilistic Reverberation Priors. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Simon Leglaive, Romain Hennequin, Roland Badeau
Singing voice detection with deep recurrent neural networks. ICASSP (2015)
Simon Leglaive, Roland Badeau, Gaël Richard
Multichannel audio source separation with probabilistic reverberation modeling. WASPAA (2015)