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Semi-Blind Student's t Source Separation for Multichannel Audio Convolutive Mixtures

 Simon Leglaive , Roland Badeau , Gael Richard
25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.2323-2327
Communication dans un congrès hal-01531243v1
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A priori probabiliste anéchoïque pour la séparation sous-déterminée de sources sonores en milieu réverbérant

 Simon Leglaive , Roland Badeau , Gael Richard
Colloque GRETSI, Sep 2015, Lyon, France
Communication dans un congrès hal-01206808v1
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Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge

 Simon Leglaive , Matthieu Fraticelli , Hend ElGhazaly , Léonie Borne , Mostafa Sadeghi , et al.
2024
Pré-publication, Document de travail hal-04430786v1
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The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement

 Simon Leglaive , Léonie Borne , Efthymios Tzinis , Mostafa Sadeghi , Matthieu Fraticelli , et al.
2023
Pré-publication, Document de travail hal-04305759v1

Learning and controlling the source-filter representation of speech with a variational autoencoder

 Samir Sadok , Simon Leglaive , Laurent Girin , Xavier Alameda-Pineda , Renaud Seguier
CFA 2022 - 16ème Congrès Français d'Acoustique, Société Française d'Acoustique (SFA), Apr 2022, Marseille, France
Communication dans un congrès hal-03603791v1
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Alpha-Stable Multichannel Audio Source Separation

 Simon Leglaive , Umut Şimşekli , Antoine Liutkus , Roland Badeau , Gael Richard
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
Communication dans un congrès hal-01416366v1
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Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders

 Mostafa Sadeghi , Simon Leglaive , Xavier Alameda-Pineda , Laurent Girin , Radu Horaud
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, 28, pp.1788-1800. ⟨10.1109/TASLP.2020.3000593⟩
Article dans une revue hal-02364900v3

A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning

 Samir Sadok , Simon Leglaive , Laurent Girin , Xavier Alameda-Pineda , Renaud Séguier
Neural Networks, 2024, 172, pp.106120. ⟨10.1016/j.neunet.2024.106120⟩
Article dans une revue hal-04132316v1

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
Communication dans un congrès hal-04132312v1

Speech Modeling with a Hierarchical Transformer Dynamical VAE

 Xiaoyu Lin , Xiaoyu 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, ⟨10.1109/ICASSP49357.2023.10096751⟩
Communication dans un congrès hal-04132313v1
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Les auto-encodeurs variationnels dynamiques et leur application à la modélisation de spectrogrammes de parole

 Laurent Girin , Xiaoyu Bie , Simon Leglaive , Thomas Hueber , Xavier Alameda-Pineda
JEP 2022 - 34e Journées d’Études sur la Parole, Université de Nantes, Jun 2022, Noirmoutier, France. pp.655-663, ⟨10.21437/JEP.2022-69⟩
Communication dans un congrès hal-03978396v1
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Unsupervised Speech Enhancement using Dynamical Variational Autoencoders

 Xiaoyu Bie , Simon Leglaive , Xavier Alameda-Pineda , Laurent Girin
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2993 - 3007. ⟨10.1109/TASLP.2022.3207349⟩
Article dans une revue hal-03295630v1
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MULTICHANNEL AUDIO SOURCE SEPARATION WITH PROBABILISTIC REVERBERATION MODELING

 Simon Leglaive , Roland Badeau , Gael Richard
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. pp.5
Communication dans un congrès hal-01219635v1
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Multichannel Audio Source Separation with Probabilistic Reverberation Priors

 Simon Leglaive , Roland Badeau , Gael Richard
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2016, 24 (12), pp.2453-2465
Article dans une revue hal-01370051v1
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Student's t Source and Mixing Models for Multichannel Audio Source Separation

 Simon Leglaive , Roland Badeau , Gael Richard
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018, 26 (6), pp.1150-1164
Article dans une revue hal-01584755v2
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Modèles de mélange pour la séparation multicanale de sources sonores en milieu réverbérant

 Simon Leglaive
Traitement du signal et de l'image [eess.SP]. Télécom ParisTech, 2017. Français. ⟨NNT : ⟩
Thèse tel-01721933v2
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Towards Improving Speech Emotion Recognition Using Synthetic Data Augmentation from Emotion Conversion

 Karim M Ibrahim , Antony Perzo , Simon Leglaive
International Conference on Acoustics, Speech, and Signal Processing, 2024, Seoul, South Korea. ⟨10.1109/icassp48485.2024.10445740⟩
Communication dans un congrès hal-04364976v1
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Singing voice detection with deep recurrent neural networks

 Simon Leglaive , Romain Hennequin , Roland Badeau
40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. pp.121-125
Communication dans un congrès hal-01110035v1
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Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations

 Simon Leglaive , Roland Badeau , Gael Richard
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, La Nouvelle Orléans, LA, United States
Communication dans un congrès hal-01416347v1
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Autoregressive Moving Average Modeling of Late Reverberation in the Frequency Domain

 Simon Leglaive , Roland Badeau , Gael Richard
European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1478-1482
Communication dans un congrès hal-01322937v2
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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. ⟨10.1016/j.specom.2023.02.005⟩
Article dans une revue hal-03650569v3
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Séparation de sources audio en milieu réverbérant : Factorisation en matrices non-négatives et représentation temporelle du mélange convolutif

 Simon Leglaive , Roland Badeau , Gael Richard
Colloque GRETSI, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01540481v1
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Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control

 Rafael Accácio Nogueira , Romain Bourdais , Simon Leglaive , Hervé Guéguen
9th IFAC Conference on Networked Systems (NecSys22), Jul 2022, Zürich, Switzerland
Communication dans un congrès hal-03723298v1
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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
Communication dans un congrès hal-04258240v1
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Speech enhancement with variational autoencoders and alpha-stable distributions

 Simon Leglaive , Umut Şimşekli , Antoine Liutkus , Laurent Girin , Radu Horaud
ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩
Communication dans un congrès hal-02005106v1
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Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization

 Simon Leglaive , Roland Badeau , Gael Richard
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States
Communication dans un congrès hal-01548469v1
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Alpha-stable low-rank plus residual decomposition for speech enhancement

 Umut Şimşekli , Halil Erdogan , Simon Leglaive , Antoine Liutkus , Roland Badeau , et al.
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
Communication dans un congrès hal-01714909v1
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Localization cues preservation in hearing aids by combining noise reduction and dynamic range compression

 Adrien Llave , Simon Leglaive , Renaud Seguier
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec 2020, Auckland, New Zealand
Communication dans un congrès hal-02962287v1
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Audio-noise Power Spectral Density Estimation Using Long Short-term Memory

 Xiaofei Li , Simon Leglaive , Laurent Girin , Radu Horaud
IEEE Signal Processing Letters, 2019, 26 (6), pp.918-922. ⟨10.1109/LSP.2019.2911879⟩
Article dans une revue hal-02100059v1
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A variance modeling framework based on variational autoencoders for speech enhancement

 Simon Leglaive , Laurent Girin , Radu Horaud
MLSP 2018 - IEEE 28th International Workshop on Machine Learning for Signal Processing, Sep 2018, Aalborg, Denmark. pp.1-6, ⟨10.1109/MLSP.2018.8516711⟩
Communication dans un congrès hal-01832826v1
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