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Journal Articles
- 2025
[j9]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: 101685 (2025)- 2024
- [j8]Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier:
A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks 172: 106120 (2024) - 2023
- [j7]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: 53-65 (2023) - 2022
- [j6]Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin:
Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2993-3007 (2022) - 2021
- [j5]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): 1-175 (2021) - 2020
- [j4]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: 1788-1800 (2020) - 2019
- [j3]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): 918-922 (2019) - 2018
- [j2]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): 1150-1164 (2018) - 2016
- [j1]Simon Leglaive, Roland Badeau, Gaël Richard:
Multichannel Audio Source Separation With Probabilistic Reverberation Priors. IEEE ACM Trans. Audio Speech Lang. Process. 24(12): 2453-2465 (2016)
Conference and Workshop Papers
- 2024
- [c21]Karim M. Ibrahim, Antony Perzo, Simon Leglaive:
Towards Improving Speech Emotion Recognition Using Synthetic Data Augmentation from Emotion Conversion. ICASSP 2024: 10636-10640 - 2023
- [c20]Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda:
Speech Modeling with a Hierarchical Transformer Dynamical VAE. ICASSP 2023: 1-5 - [c19]Samir Sadok, Simon Leglaive, Renaud Séguier:
A Vector Quantized Masked Autoencoder for Speech Emotion Recognition. ICASSP Workshops 2023: 1-5 - [c18]Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda:
Unsupervised speech enhancement with deep dynamical generative speech and noise models. INTERSPEECH 2023: 5102-5106 - [c17]Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier:
Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG 2023: 3:1-3:8 - [c16]Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier:
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. MIG 2023: 22:1-22:7 - 2021
- [c15]Adrien Llave, Simon Leglaive:
On Speech Sparsity for Computational Efficiency and Noise Reduction in Hearing Aids. APSIPA ASC 2021: 684-688 - [c14]Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda:
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. Interspeech 2021: 46-50 - 2020
- [c13]Adrien Llave, Simon Leglaive, Renaud Séguier:
Localization Cues Preservation in Hearing Aids by Combining Noise Reduction and Dynamic Range Compression. APSIPA 2020: 686-693 - [c12]Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud:
A Recurrent Variational Autoencoder for Speech Enhancement. ICASSP 2020: 371-375 - 2019
- [c11]Simon Leglaive, Laurent Girin, Radu Horaud:
Semi-supervised Multichannel Speech Enhancement with Variational Autoencoders and Non-negative Matrix Factorization. ICASSP 2019: 101-105 - [c10]Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud:
Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP 2019: 541-545 - 2018
- [c9]Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard:
Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP 2018: 651-655 - [c8]Simon Leglaive, Laurent Girin, Radu Horaud:
A variance Modeling Framework based on variational Autoencoders for speech enhancement. MLSP 2018: 1-6 - 2017
- [c7]Simon Leglaive, Roland Badeau, Gaël Richard:
Semi-blind student's t source separation for multichannel audio convolutive mixtures. EUSIPCO 2017: 2259-2263 - [c6]Simon Leglaive, Roland Badeau, Gaël Richard:
Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. ICASSP 2017: 26-30 - [c5]Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard:
Alpha-stable multichannel audio source separation. ICASSP 2017: 576-580 - [c4]Simon Leglaive, Roland Badeau, Gaël Richard:
Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. WASPAA 2017: 264-268 - 2016
- [c3]Simon Leglaive, Roland Badeau, Gaël Richard:
Autoregressive moving average modeling of late reverberation in the frequency domain. EUSIPCO 2016: 1478-1482 - 2015
- [c2]Simon Leglaive, Romain Hennequin, Roland Badeau:
Singing voice detection with deep recurrent neural networks. ICASSP 2015: 121-125 - [c1]Simon Leglaive, Roland Badeau, Gaël Richard:
Multichannel audio source separation with probabilistic reverberation modeling. WASPAA 2015: 1-5
Informal and Other Publications
- 2024
- [i24]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 abs/2402.01413 (2024) - [i23]Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer:
MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CoRR abs/2405.18839 (2024) - 2023
- [i22]Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda:
Speech Modeling with a Hierarchical Transformer Dynamical VAE. CoRR abs/2303.09404 (2023) - [i21]Matthieu Delmas, Amine Kacete, Stéphane Paquelet, Simon Leglaive, Renaud Séguier:
LatentForensics: Towards lighter deepfake detection in the StyleGAN latent space. CoRR abs/2303.17222 (2023) - [i20]Samir Sadok, Simon Leglaive, Renaud Séguier:
A vector quantized masked autoencoder for speech emotion recognition. CoRR abs/2304.11117 (2023) - [i19]Samir Sadok, Simon Leglaive, Renaud Séguier:
A vector quantized masked autoencoder for audiovisual speech emotion recognition. CoRR abs/2305.03568 (2023) - [i18]Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier:
A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR abs/2305.03582 (2023) - [i17]Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier:
Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR abs/2306.05846 (2023) - [i16]Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda:
Unsupervised speech enhancement with deep dynamical generative speech and noise models. CoRR abs/2306.07820 (2023) - [i15]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 abs/2307.03533 (2023) - [i14]Guénolé Fiche, Vincent Sevestre, Camila Gonzalez-Barral, Simon Leglaive, Renaud Séguier:
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. CoRR abs/2310.04360 (2023) - [i13]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 abs/2312.08291 (2023) - 2022
- [i12]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 abs/2204.01565 (2022) - [i11]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 abs/2204.07075 (2022) - [i10]Rafael Accácio Nogueira, Romain Bourdais, Simon Leglaive, Hervé Guéguen:
Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control. CoRR abs/2207.08194 (2022) - 2021
- [i9]Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda:
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling. CoRR abs/2106.06500 (2021) - [i8]Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin:
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. CoRR abs/2106.12271 (2021) - 2020
- [i7]Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda:
Dynamical Variational Autoencoders: A Comprehensive Review. CoRR abs/2008.12595 (2020) - 2019
- [i6]Simon Leglaive, Laurent Girin, Radu Horaud:
A variance modeling framework based on variational autoencoders for speech enhancement. CoRR abs/1902.01605 (2019) - [i5]Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud:
Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR abs/1902.03926 (2019) - [i4]Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud:
Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. CoRR abs/1904.05166 (2019) - [i3]Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud:
Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. CoRR abs/1908.02590 (2019) - [i2]Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud:
A Recurrent Variational Autoencoder for Speech Enhancement. CoRR abs/1910.10942 (2019) - 2018
- [i1]Simon Leglaive, Laurent Girin, Radu Horaud:
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. CoRR abs/1811.06713 (2018)
Coauthor Index
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last updated on 2024-08-07 22:26 CEST by the dblp team
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