Noisy speech enhancement with filters estimated from the speaker's lips. - Laurent Girin; Gang Feng 002; Jean-Luc Schwartz (EUROSPEECH, 1995)

Can the visual input make the audio signal "pop out" in noise ? a first study of the enhancement of noisy VCV acoustic sequences by audio-visual fusion. - Laurent Girin; Jean-Luc Schwartz; Gang Feng 002 (AVSP, 1997)

Noisy speech enhancement by fusion of auditory and visual information: a study of vowel transitions. - Laurent Girin; Gang Feng 002; Jean-Luc Schwartz (EUROSPEECH, 1997)

Audiovisual Speech Coder : Using Vector Quantization To Exploit The Audio/Video Correlation. - Elodie Foucher; Laurent Girin; Gang Feng 002 (AVSP, 1998)

A preliminary study of an audio-visual speech coder: Using video parameters to reduce an LPC vocoder bit rate. - Elodie Foucher; Gang Feng 002; Laurent Girin (EUSIPCO, 1998)

Fusion of auditory and visual information for noisy speech enhancement: a preliminary study of vowel transitions. - Laurent Girin; Gang Feng 002; Jean-Luc Schwartz (ICASSP, 1998)

A signal processing system for having the sound "pop-out" in noise thanks to the image of the speaker's lips: new advances using multi-layer perceptrons. - Laurent Girin; Laurent Varin; Gang Feng 002; Jean-Luc Schwartz (ICSLP, 1998)

An audio-visual distance for audio-visual speech vector quantization. - Laurent Girin; Elodie Foucher; Gang Feng 002 (MMSP, 1998)

Audiovisual speech enhancement: new advances using multi-layer perceptrons. - Laurent Girin; Laurent Varin; Gang Feng 002; Jean-Luc Schwartz (MMSP, 1998)

Speech signals separation: a new approach exploiting the coherence of audio and visual speech. - Laurent Girin; A. Allard; Jean-Luc Schwartz (MMSP, 2001)

Audio-visual speech sources separation: a new approach exploiting the audio-visual coherence of speech stimuli. - David Sodoyer; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (INTERSPEECH, 2002)

Separation of Audio-Visual Speech Sources: A New Approach Exploiting the Audio-Visual Coherence of Speech Stimuli. - David Sodoyer; Jean-Luc Schwartz; Laurent Girin; Jacob Klinkisch; Christian Jutten (EURASIP J. Adv. Signal Process., 2002)

Pure audio McGurk effect. - Laurent Girin (AVSP, 2003)

Further experiments on audio-visual speech source separation. - David Sodoyer; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (AVSP, 2003)

Extracting an AV speech source from a mixture of signals. - David Sodoyer; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (INTERSPEECH, 2003)

Speech extraction based on ICA and audio-visual coherence. - David Sodoyer; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (ISSPA (2), 2003)

Watermarking of speech signals using the sinusoidal model and frequency modulation of the partials. - Laurent Girin; Sylvain Marchand (ICASSP (1), 2004)

Characterizing and classifying cued speech vowels from labial parameters. - Denis Beautemps; Thomas Burger; Laurent Girin (INTERSPEECH, 2004)

Long term modeling of phase trajectories within the speech sinusoidal model framework. - Laurent Girin; Mohammad Firouzmand; Sylvain Marchand (INTERSPEECH, 2004)

Using audiovisual speech processing to improve the robustness of the separation of convolutive speech mixtures. - Bertrand Rivet; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (MMSP, 2004)

Developing an audio-visual speech source separation algorithm. - David Sodoyer; Laurent Girin; Christian Jutten; Jean-Luc Schwartz (Speech Commun., 2004)

Joint matrix quantization of face parameters and LPC coefficients for low bit rate audiovisual speech coding. - Laurent Girin (IEEE Trans. Speech Audio Process., 2004)

Perceptually Weighted Long Term Modeling of Sinusoidal Speech Amplitude Trajectories. - Mohammad Firouzmand; Laurent Girin (ICASSP (1), 2005)

Solving the indeterminations of blind source separation of convolutive speech mixtures. - Bertrand Rivet; Laurent Girin; Christian Jutten (ICASSP (5), 2005)

Comparing several models for perceptual long-term modeling of amplitude and phase trajectories of sinusoidal speech. - Mohammad Firouzmand; Laurent Girin; Sylvain Marchand (INTERSPEECH, 2005)

Theoretical and experimental bases of a new method for accurate separation of harmonic and noise components of speech signals. - Laurent Girin (EUSIPCO, 2006)

An Analysis of Visual Speech Information Applied to Voice Activity Detection. - David Sodoyer; Bertrand Rivet; Laurent Girin; Jean-Luc Schwartz; Christian Jutten (ICASSP (1), 2006)

Development and comparison of two approaches for visual speech analysis with application to voice activity detection. - Bertrand Rivet; Andrew J. Aubrey; Laurent Girin; Yulia Hicks; Christian Jutten; Jonathon A. Chambers (AVSP, 2007)

Audiovisual speech source separation: a regularization method based on visual voice activity detection. - Bertrand Rivet; Laurent Girin; Christine Servière; Dinh-Tuan Pham; Christian Jutten (AVSP, 2007)

Two novel visual voice activity detectors based on appearance models and retinal filtering. - Andrew J. Aubrey; Bertrand Rivet; Yulia Hicks; Laurent Girin; Jonathon A. Chambers; Christian Jutten (EUSIPCO, 2007)

Long-Term Quantization of Speech LSF Parameters. - Laurent Girin (ICASSP (4), 2007)

Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures. - Bertrand Rivet; Laurent Girin; Christine Servière; Dinh-Tuan Pham; Christian Jutten (DSP, 2007)

Visual voice activity detection as a help for speech source separation from convolutive mixtures. - Bertrand Rivet; Laurent Girin; Christian Jutten (Speech Commun., 2007)

Perceptual Long-Term Variable-Rate Sinusoidal Modeling of Speech. - Laurent Girin; Mohammad Firouzmand; Sylvain Marchand (IEEE Trans. Speech Audio Process., 2007)

Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures. - Bertrand Rivet; Laurent Girin; Christian Jutten (IEEE Trans. Speech Audio Process., 2007)

Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients. - Bertrand Rivet; Laurent Girin; Christian Jutten (IEEE Trans. Speech Audio Process., 2007)

Long-term flexible 2D cepstral modeling of speech spectral amplitudes. - Mohammad Firouzmand; Laurent Girin (ICASSP, 2008)

Estimation of the voicing cut-off frequency contour of natural speech based on harmonic and aperiodic energies. - Kris Hermus; Laurent Girin; Hugo Van hamme; Sufian Irhimeh (ICASSP, 2008)

A watermarking-based method for single-channel audio source separation. - Mathieu Parvaix; Laurent Girin; Jean-Marc Brossier (ICASSP, 2009)

Interactive Music with Active Audio CDs. - Sylvain Marchand; Boris Mansencal; Laurent Girin (CMMR, 2010)

Informed source separation of underdetermined instantaneous stereo mixtures using source index embedding. - Mathieu Parvaix; Laurent Girin (ICASSP, 2010)

Adaptive Long-Term Coding of LSF Parameters Trajectories for Large-Delay/Very- to Ultra-Low Bit-Rate Speech Coding. - Laurent Girin (EURASIP J. Audio Speech Music. Process., 2010)

A Watermarking-Based Method for Informed Source Separation of Audio Signals With a Single Sensor. - Mathieu Parvaix; Laurent Girin; Jean-Marc Brossier (IEEE Trans. Speech Audio Process., 2010)

A Long-Term Harmonic Plus Noise Model for Speech Signals. - Faten Ben Ali; Laurent Girin; Sonia Djaziri Larbi (INTERSPEECH, 2011)

An Informed Source Separation System for Speech Signals. - Shuhua Zhang; Laurent Girin (INTERSPEECH, 2011)

Informed Audio Source Separation from Compressed Linear Stereo Mixtures. - Laurent Girin; Jonathan Pinel (Semantic Audio, 2011)

"Sparsification" of Audio Signals Using the MDCT/IntMDCT and a Psychoacoustic Model - Application to Informed Audio Source Separation. - Jonathan Pinel; Laurent Girin (Semantic Audio, 2011)

Informed Source Separation of Linear Instantaneous Under-Determined Audio Mixtures by Source Index Embedding. - Mathieu Parvaix; Laurent Girin (IEEE Trans. Speech Audio Process., 2011)

Informed audio source separation: A comparative study. - Antoine Liutkus; Stanislaw Gorlow; Nicolas Sturmel; Shuhua Zhang; Laurent Girin; Roland Badeau; Laurent Daudet; Sylvain Marchand; Gaël Richard (EUSIPCO, 2012)

Sound-event recognition with a companion humanoid. - Maxime Janvier; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (Humanoids, 2012)

A Simple Hybrid Acoustic / Morphologically-Constrained Technique for the Synthesis of Stop Consonants in Various Vocalic Contexts. - Frédéric Berthommier; Laurent Girin; Louis-Jean Boë (INTERSPEECH, 2012)

Professionally-produced Music Separation Guided by Covers. - Timothée Gerber; Martin Dutasta; Laurent Girin; Cédric Févotte (ISMIR, 2012)

Informed source separation through spectrogram coding and data embedding. - Antoine Liutkus; Jonathan Pinel; Roland Badeau; Laurent Girin; Gaël Richard (Signal Process., 2012)

Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. - Shuhua Zhang; Laurent Girin; Antoine Liutkus (ICASSP, 2013)

Fast and Accurate Direct MDCT to DFT Conversion With Arbitrary Window Functions. - Shuhua Zhang; Laurent Girin (IEEE Trans. Speech Audio Process., 2013)

Mapping sounds onto images using binaural spectrograms. - Antoine Deleforge; Vincent Drouard; Laurent Girin; Radu Horaud (EUSIPCO, 2014)

Perceptual coding-based Informed Source Separation. - Serap Kirbiz; Alexey Ozerov; Antoine Liutkus; Laurent Girin (EUSIPCO, 2014)

Sound representation and classification benchmark for domestic robots. - Maxime Janvier; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICRA, 2014)

Robust articulatory speech synthesis using deep neural networks for BCI applications. - Florent Bocquelet; Thomas Hueber; Laurent Girin; Pierre Badin; Blaise Yvert (INTERSPEECH, 2014)

Co-Localization of Audio Sources Using Binaural Features and Locally-Linear Regression. - Antoine Deleforge; Radu Horaud; Yoav Y. Schechner; Laurent Girin (CoRR, 2014)

Local relative transfer function for sound source localization. - Xiaofei Li 001; Radu Horaud; Laurent Girin; Sharon Gannot (EUSIPCO, 2015)

Estimation of relative transfer function in the presence of stationary noise based on segmental power spectral density matrix subtraction. - Xiaofei Li 001; Laurent Girin; Radu Horaud; Sharon Gannot (ICASSP, 2015)

Real-time control of a DNN-based articulatory synthesizer for silent speech conversion: a pilot study. - Florent Bocquelet; Thomas Hueber; Laurent Girin; Christophe Savariaux; Blaise Yvert (INTERSPEECH, 2015)

A variational EM algorithm for the separation of moving sound sources. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (WASPAA, 2015)

Binaural Sound Source Localization based on Direct-Path Relative Transfer Function. - Xiaofei Li 001; Laurent Girin; Radu Horaud; Sharon Gannot (CoRR, 2015)

Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression. - Antoine Deleforge; Radu Horaud; Yoav Y. Schechner; Laurent Girin (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Speaker-Adaptive Acoustic-Articulatory Inversion Using Cascaded Gaussian Mixture Regression. - Thomas Hueber; Laurent Girin; Xavier Alameda-Pineda; Gérard Bailly (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

An inverse-gamma source variance prior with factorized parameterization for audio source separation. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (ICASSP, 2016)

Deep neural networks for automatic detection of screams and shouted speech in subway trains. - Pierre Laffitte; David Sodoyer; Charles Tatkeu; Laurent Girin (ICASSP, 2016)

Non-stationary noise power spectral density estimation based on regional statistics. - Xiaofei Li 001; Laurent Girin; Sharon Gannot; Radu Horaud (ICASSP, 2016)

Reverberant sound localization with a robot head based on direct-path relative transfer function. - Xiaofei Li 001; Laurent Girin; Fabien Badeig; Radu Horaud (IROS, 2016)

Voice activity detection based on statistical likelihood ratio with adaptive thresholding. - Xiaofei Li 001; Radu Horaud; Laurent Girin; Sharon Gannot (IWAENC, 2016)

Real-Time Control of an Articulatory-Based Speech Synthesizer for Brain Computer Interfaces. - Florent Bocquelet; Thomas Hueber; Laurent Girin; Christophe Savariaux; Blaise Yvert (PLoS Comput. Biol., 2016)

A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization. - Xiaofei Li 001; Laurent Girin; Radu Horaud; Sharon Gannot (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

On the Use of Latent Mixing Filters in Audio Source Separation. - Laurent Girin; Roland Badeau (LVA/ICA, 2017)

Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. - Laurent Girin; Thomas Hueber; Xavier Alameda-Pineda (LVA/ICA, 2017)

An EM algorithm for joint source separation and diarisation of multichannel convolutive speech mixtures. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (ICASSP, 2017)

Audio source separation based on convolutive transfer function and frequency-domain lasso optimization. - Xiaofei Li 001; Laurent Girin; Radu Horaud (ICASSP, 2017)

Exploiting the Complementarity of Audio and Visual Data in Multi-speaker Tracking. - Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (ICCV Workshops, 2017)

A Bayesian Stochastic Machine for Sound Source Localization. - Raphael Frisch; Raphaël Laurent; Marvin Faix; Laurent Girin; Laurent Fesquet; Augustin Lux; Jacques Droulez; Pierre Bessière; Emmanuel Mazer (ICRC, 2017)

Explaining the parameterized wiener filter with alpha-stable processes. - Mathieu Fontaine 002; Antoine Liutkus; Laurent Girin; Roland Badeau (WASPAA, 2017)

Exploiting the intermittency of speech for joint separation and diarization. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud; Sharon Gannot (WASPAA, 2017)

An em algorithm for audio source separation based on the convolutive transfer function. - Xiaofei Li 001; Laurent Girin; Radu Horaud (WASPAA, 2017)

Multichannel Source Separation and Speech Enhancement Using the Convolutive Transfer Function. - Xiaofei Li 001; Laurent Girin; Sharon Gannot; Radu Horaud (CoRR, 2017)

Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract. - Diandra Fabre; Thomas Hueber; Laurent Girin; Xavier Alameda-Pineda; Pierre Badin (Speech Commun., 2017)

Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping. - Laurent Girin; Thomas Hueber; Xavier Alameda-Pineda (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization With Spatial Sparsity Regularization. - Xiaofei Li 001; Laurent Girin; Radu Horaud; Sharon Gannot (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking. - Yutong Ban; Xiaofei Li 001; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICASSP, 2018)

Multisource Mint Using Convolutive Transfer Function. - Xiaofei Li 001; Sharon Gannot; Laurent Girin; Radu Horaud (ICASSP, 2018)

Online Localization of Multiple Moving Speakers in Reverberant Environments. - Xiaofei Li 001; Bastien Mourgue; Laurent Girin; Sharon Gannot; Radu Horaud (SAM, 2018)

A variance Modeling Framework based on variational Autoencoders for speech enhancement. - Simon Leglaive; Laurent Girin; Radu Horaud (MLSP, 2018)

Autoencoders for music sound synthesis: a comparison of linear, shallow, deep and variational models. - Fanny Roche; Thomas Hueber; Samuel Limier; Laurent Girin (CoRR, 2018)

A cascaded multiple-speaker localization and tracking system. - Xiaofei Li 001; Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (CoRR, 2018)

Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction Based on Convolutive Transfer Function. - Xiaofei Li 001; Sharon Gannot; Laurent Girin; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Bayesian time-domain multiple sound source localization for a stochastic machine. - Raphael Frisch; Marvin Faix; Jacques Droulez; Laurent Girin; Emmanuel Mazer (EUSIPCO, 2019)

Semi-supervised Multichannel Speech Enhancement with Variational Autoencoders and Non-negative Matrix Factorization. - Simon Leglaive; Laurent Girin; Radu Horaud (ICASSP, 2019)

Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. - Simon Leglaive; Umut Simsekli; Antoine Liutkus; Laurent Girin; Radu Horaud (ICASSP, 2019)

Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. - Xavier Alameda-Pineda; Soraya Arias; Yutong Ban; Guillaume Delorme 002; Laurent Girin; Radu Horaud; Xiaofei Li 001; Bastien Mourgue; Guillaume Sarrazin (ACM Multimedia, 2019)

Expectation-maximisation for speech source separation using convolutive transfer function. - Xiaofei Li 001; Laurent Girin; Radu Horaud (CAAI Trans. Intell. Technol., 2019)

Expectation-Maximization for Speech Source Separation Using Convolutive Transfer Function. - Xiaofei Li 001; Laurent Girin; Radu Horaud (CoRR, 2019)

Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. - Mostafa Sadeghi; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (CoRR, 2019)

Assessing the performances of different neural network architectures for the detection of screams and shouts in public transportation. - Pierre Laffitte; Yun Wang; David Sodoyer; Laurent Girin (Expert Syst. Appl., 2019)

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. - Xiaofei Li 001; Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (IEEE J. Sel. Top. Signal Process., 2019)

Audio-Noise Power Spectral Density Estimation Using Long Short-Term Memory. - Xiaofei Li 001; Simon Leglaive; Laurent Girin; Radu Horaud (IEEE Signal Process. Lett., 2019)

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function. - Xiaofei Li 001; Laurent Girin; Sharon Gannot; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Multichannel Online Dereverberation Based on Spectral Magnitude Inverse Filtering. - Xiaofei Li 001; Laurent Girin; Sharon Gannot; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

High-Resolution Speaker Counting in Reverberant Rooms Using CRNN with Ambisonics Features. - Pierre-Amaury Grumiaux; Srdan Kitic; Laurent Girin; Alexandre Guérin (EUSIPCO, 2020)

A Recurrent Variational Autoencoder for Speech Enhancement. - Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICASSP, 2020)

What the Future Brings: Investigating the Impact of Lookahead for Incremental Neural TTS. - Brooke Stephenson; Laurent Besacier; Laurent Girin; Thomas Hueber (INTERSPEECH, 2020)

Evaluating the Potential Gain of Auditory and Audiovisual Speech-Predictive Coding Using Deep Learning. - Thomas Hueber; Eric Tatulli; Laurent Girin; Jean-Luc Schwartz (Neural Comput., 2020)

Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. - Mostafa Sadeghi; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Improved feature extraction for CRNN-based multiple sound source localization. - Pierre-Amaury Grumiaux; Srdan Kitic; Laurent Girin; Alexandre Guérin (EUSIPCO, 2021)

A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. - Xiaoyu Bie; Laurent Girin; Simon Leglaive; Thomas Hueber; Xavier Alameda-Pineda (Interspeech, 2021)

Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder. - Marc-Antoine Georges; Laurent Girin; Jean-Luc Schwartz; Thomas Hueber (Interspeech, 2021)

Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input. - Brooke Stephenson; Thomas Hueber; Laurent Girin; Laurent Besacier (Interspeech, 2021)

Saladnet: Self-Attentive Multisource Localization in the Ambisonics Domain. - Pierre-Amaury Grumiaux; Srdan Kitic; Prerak Srivastava; Laurent Girin; Alexandre Guérin (WASPAA, 2021)

Multichannel CRNN for Speaker Counting: an Analysis of Performance. - Pierre-Amaury Grumiaux; Srdan Kitic; Laurent Girin; Alexandre Guérin (CoRR, 2021)

Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (CoRR, 2021)

A Survey of Sound Source Localization with Deep Learning Methods. - Pierre-Amaury Grumiaux; Srdan Kitic; Laurent Girin; Alexandre Guérin (CoRR, 2021)

Dynamical Variational Autoencoders: A Comprehensive Review. - Laurent Girin; Simon Leglaive; Xiaoyu Bie; Julien Diard; Thomas Hueber; Xavier Alameda-Pineda (Found. Trends Mach. Learn., 2021)

Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. - Yutong Ban; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Make That Sound More Metallic: Towards a Perceptually Relevant Control of the Timbre of Synthesizer Sounds Using a Variational Autoencoder. - Fanny Roche; Thomas Hueber; Maëva Garnier; Samuel Limier; Laurent Girin (Trans. Int. Soc. Music. Inf. Retr., 2021)

Repeat after Me: Self-Supervised Learning of Acoustic-to-Articulatory Mapping by Vocal Imitation. - Marc-Antoine Georges; Julien Diard; Laurent Girin; Jean-Luc Schwartz; Thomas Hueber (ICASSP, 2022)

BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model. - Brooke Stephenson; Laurent Besacier; Laurent Girin; Thomas Hueber (INTERSPEECH, 2022)

Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder. - Xiaoyu Lin; Laurent Girin; Xavier Alameda-Pineda (CoRR, 2022)

HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. - Xiaoyu Bie; Wen Guo; Simon Leglaive; Laurent Girin; Francesc Moreno-Noguer; Xavier Alameda-Pineda (CoRR, 2022)

Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Speech Modeling with a Hierarchical Transformer Dynamical VAE. - Xiaoyu Lin; Xiaoyu Bie; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda (ICASSP, 2023)

Unsupervised speech enhancement with deep dynamical generative speech and noise models. - Xiaoyu Lin; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda (INTERSPEECH, 2023)

Exploring the multidimensional representation of individual speech acoustic parameters extracted by deep unsupervised models. - Maxime Jacquelin; Maeva Garnier; Laurent Girin; Rémy Vincent; Olivier Perrotin (SSW, 2023)

Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. - Xiaoyu Lin; Laurent Girin; Xavier Alameda-Pineda (Trans. Mach. Learn. Res., 2023)

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 Commun., 2023)

Exploring the Multidimensional Representation of Unidimensional Speech Acoustic Parameters Extracted by Deep Unsupervised Models. - Maxime Jacquelin; Maëva Garnier; Laurent Girin; Rémy Vincent; Olivier Perrotin (ICASSP Workshops, 2024)

Exploration de la représentation multidimensionnelle de paramètres acoustiques unidimensionnels de la parole extraits par des modèles profonds non supervisés. - Maxime Jacquelin; Maëva Garnier; Laurent Girin; Rémy Vincent; Olivier Perrotin (TALN (JEP), 2024)

Fill in the Gap! Combining Self-supervised Representation Learning with Neural Audio Synthesis for Speech Inpainting. - Ihab Asaad; Maxime Jacquelin; Olivier Perrotin; Laurent Girin; Thomas Hueber (CoRR, 2024)

A multimodal dynamical variational autoencoder for audiovisual speech representation learning. - Samir Sadok; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda; Renaud Séguier (Neural Networks, 2024)

AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. - Samir Sadok; Simon Leglaive; Laurent Girin; Gaël Richard; Xavier Alameda-Pineda (ICASSP, 2025)