Laurent Girin

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 93

Top Venues

CoRR

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

EUSIPCO

Publications

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)
Ihab Asaad, Maxime Jacquelin, Olivier Perrotin, Laurent Girin, Thomas Hueber
Fill in the Gap! Combining Self-supervised Representation Learning with Neural Audio Synthesis for Speech Inpainting. CoRR (2024)
Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Speech Modeling with a Hierarchical Transformer Dynamical VAE. 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. Speech Commun. 148 (2023)
Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. Trans. Mach. Learn. Res. 2023 (2023)
Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
Unsupervised speech enhancement with deep dynamical generative speech and noise models. CoRR (2023)
Maxime Jacquelin, Maeva Garnier, Laurent Girin, Rémy Vincent, Olivier Perrotin
Exploring the multidimensional representation of individual speech acoustic parameters extracted by deep unsupervised models. SSW (2023)
Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. 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)
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)
Marc-Antoine Georges, Julien Diard, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation. CoRR (2022)
Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model. 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)
Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model. INTERSPEECH (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)
Marc-Antoine Georges, Julien Diard, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
Repeat after Me: Self-Supervised Learning of Acoustic-to-Articulatory Mapping by Vocal Imitation. ICASSP (2022)
Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder. CoRR (2022)
Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder. Interspeech (2021)
Brooke Stephenson, Thomas Hueber, Laurent Girin, Laurent Besacier
Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input. CoRR (2021)
Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. CoRR (2021)
Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
Learning robust speech representation with an articulatory-regularized variational autoencoder. CoRR (2021)
Pierre-Amaury Grumiaux, Srdan Kitic, Prerak Srivastava, Laurent Girin, Alexandre Guérin
Saladnet: Self-Attentive Multisource Localization in the Ambisonics Domain. WASPAA (2021)
Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. IEEE Trans. Pattern Anal. Mach. Intell. 43 (5) (2021)
Brooke Stephenson, Thomas Hueber, Laurent Girin, Laurent Besacier
Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input. Interspeech (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)
Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin
Improved feature extraction for CRNN-based multiple sound source localization. EUSIPCO (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)
Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin
Improved feature extraction for CRNN-based multiple sound source localization. CoRR (2021)
Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin
A Survey of Sound Source Localization with Deep Learning Methods. CoRR (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)
Fanny Roche, Thomas Hueber, Maëva Garnier, Samuel Limier, Laurent Girin
Make That Sound More Metallic: Towards a Perceptually Relevant Control of the Timbre of Synthesizer Sounds Using a Variational Autoencoder. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Pierre-Amaury Grumiaux, Srdan Kitic, Prerak Srivastava, Laurent Girin, Alexandre Guérin
SALADnet: Self-Attentive multisource Localization in the Ambisonics Domain. CoRR (2021)
Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin
Multichannel CRNN for Speaker Counting: an Analysis of Performance. CoRR (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)
Pierre-Amaury Grumiaux, Srdjan Kitic, Laurent Girin, Alexandre Guérin
High-Resolution Speaker Counting In Reverberant Rooms Using CRNN With Ambisonics Features. CoRR (2020)
Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin
High-Resolution Speaker Counting in Reverberant Rooms Using CRNN with Ambisonics Features. EUSIPCO (2020)
Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
Dynamical Variational Autoencoders: A Comprehensive Review. CoRR (2020)
Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber
What the Future Brings: Investigating the Impact of Lookahead for Incremental Neural TTS. INTERSPEECH (2020)
Xiaofei Li, Laurent Girin, Fabien Badeig, Radu Horaud
Reverberant Sound Localization with a Robot Head Based on Direct-Path Relative Transfer Function. CoRR (2020)
Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber
What the Future Brings: Investigating the Impact of Lookahead for Incremental Neural TTS. CoRR (2020)
Thomas Hueber, Eric Tatulli, Laurent Girin, Jean-Luc Schwartz
Evaluating the Potential Gain of Auditory and Audiovisual Speech-Predictive Coding Using Deep Learning. Neural Comput. 32 (3) (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, Laurent Girin, Radu Horaud
Expectation-Maximization for Speech Source Separation Using Convolutive Transfer Function. CoRR (2019)
Pierre Laffitte, Yun Wang, David Sodoyer, Laurent Girin
Assessing the performances of different neural network architectures for the detection of screams and shouts in public transportation. Expert Syst. Appl. 117 (2019)
Xavier Alameda-Pineda, Soraya Arias, Yutong Ban, Guillaume Delorme, Laurent Girin, Radu Horaud, Xiaofei Li, Bastien Mourgue, Guillaume Sarrazin
Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. ACM Multimedia (2019)
Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud
Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. CoRR (2019)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Multichannel Online Dereverberation Based on Spectral Magnitude Inverse Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 27 (9) (2019)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR (2019)
Raphael Frisch, Marvin Faix, Jacques Droulez, Laurent Girin, Emmanuel Mazer
Bayesian time-domain multiple sound source localization for a stochastic machine. EUSIPCO (2019)
Xiaofei Li, Laurent Girin, Radu Horaud
Expectation-maximisation for speech source separation using convolutive transfer function. CAAI Trans. Intell. Technol. 4 (1) (2019)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function. IEEE ACM Trans. Audio Speech Lang. Process. 27 (3) (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)
Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. IEEE J. Sel. Top. Signal Process. 13 (1) (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)
Fanny Roche, Thomas Hueber, Samuel Limier, Laurent Girin
Autoencoders for music sound synthesis: a comparison of linear, shallow, deep and variational models. CoRR (2018)
Simon Leglaive, Laurent Girin, Radu Horaud
A variance Modeling Framework based on variational Autoencoders for speech enhancement. MLSP (2018)
Xiaofei Li, Sharon Gannot, Laurent Girin, Radu Horaud
Multisource Mint Using Convolutive Transfer Function. ICASSP (2018)
Simon Leglaive, Laurent Girin, Radu Horaud
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. CoRR (2018)
Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. CoRR (2018)
Xiaofei Li, Bastien Mourgue, Laurent Girin, Sharon Gannot, Radu Horaud
Online Localization of Multiple Moving Speakers in Reverberant Environments. SAM (2018)
Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. CoRR (2018)
Xiaofei Li, Sharon Gannot, Laurent Girin, Radu Horaud
Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction Based on Convolutive Transfer Function. IEEE ACM Trans. Audio Speech Lang. Process. 26 (10) (2018)
Yutong Ban, Xiaofei Li, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking. ICASSP (2018)
Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
A cascaded multiple-speaker localization and tracking system. CoRR (2018)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering. CoRR (2018)
Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot
Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization With Spatial Sparsity Regularization. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Xiaofei Li, Laurent Girin, Radu Horaud
Audio source separation based on convolutive transfer function and frequency-domain lasso optimization. ICASSP (2017)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Multichannel Source Separation and Speech Enhancement Using the Convolutive Transfer Function. CoRR (2017)
Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda
Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping. IEEE ACM Trans. Audio Speech Lang. Process. 25 (3) (2017)
Diandra Fabre, Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Pierre Badin
Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract. Speech Commun. 93 (2017)
Laurent Girin, Roland Badeau
On the Use of Latent Mixing Filters in Audio Source Separation. LVA/ICA (2017)
Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
Exploiting the Complementarity of Audio and Visual Data in Multi-speaker Tracking. ICCV Workshops (2017)
Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
Explaining the parameterized wiener filter with alpha-stable processes. WASPAA (2017)
Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda
Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. LVA/ICA (2017)
Raphael Frisch, Raphaël Laurent, Marvin Faix, Laurent Girin, Laurent Fesquet, Augustin Lux, Jacques Droulez, Pierre Bessière, Emmanuel Mazer
A Bayesian Stochastic Machine for Sound Source Localization. ICRC (2017)
Xiaofei Li, Laurent Girin, Radu Horaud
An em algorithm for audio source separation based on the convolutive transfer function. WASPAA (2017)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
An EM algorithm for joint source separation and diarisation of multichannel convolutive speech mixtures. ICASSP (2017)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud, Sharon Gannot
Exploiting the intermittency of speech for joint separation and diarization. WASPAA (2017)
Florent Bocquelet, Thomas Hueber, Laurent Girin, Christophe Savariaux, Blaise Yvert
Real-Time Control of an Articulatory-Based Speech Synthesizer for Brain Computer Interfaces. PLoS Comput. Biol. 12 (11) (2016)
Xiaofei Li, Radu Horaud, Laurent Girin, Sharon Gannot
Voice activity detection based on statistical likelihood ratio with adaptive thresholding. IWAENC (2016)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
An inverse-gamma source variance prior with factorized parameterization for audio source separation. ICASSP (2016)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization with Spatial Sparsity Regularization. CoRR (2016)
Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud
Non-stationary noise power spectral density estimation based on regional statistics. ICASSP (2016)
Pierre Laffitte, David Sodoyer, Charles Tatkeu, Laurent Girin
Deep neural networks for automatic detection of screams and shouted speech in subway trains. ICASSP (2016)
Xiaofei Li, Laurent Girin, Fabien Badeig, Radu Horaud
Reverberant sound localization with a robot head based on direct-path relative transfer function. IROS (2016)
Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot
Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. 24 (8) (2016)
Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot
Binaural Sound Source Localization based on Direct-Path Relative Transfer Function. CoRR (2015)
Xiaofei Li, Radu Horaud, Laurent Girin, Sharon Gannot
Local relative transfer function for sound source localization. EUSIPCO (2015)
Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Gérard Bailly
Speaker-Adaptive Acoustic-Articulatory Inversion Using Cascaded Gaussian Mixture Regression. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot
Estimation of relative transfer function in the presence of stationary noise based on segmental power spectral density matrix subtraction. ICASSP (2015)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
A variational EM algorithm for the separation of moving sound sources. WASPAA (2015)
Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. CoRR (2015)
Antoine Deleforge, Radu Horaud, Yoav Y. Schechner, Laurent Girin
Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression. IEEE ACM Trans. Audio Speech Lang. Process. 23 (4) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laurent Girin