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Unsupervised speech enhancement with deep dynamical generative speech and noise models

Xiaoyu Lin , Simon Leglaive , Laurent Girin , Xavier Alameda-Pineda
INTERSPEECH 2023 - Conference of the International Speech Communication Association, Aug 2023, Dublin, Ireland. pp.1-5
Conference papers hal-04132312v1
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On the Benefit of Independent Control of Head and Eye Movements of a Social Robot for Multiparty Human-Robot Interaction

Léa Haefflinger , Frédéric Elisei , Silvain Gerber , Béatrice Bouchot , Jean-Philippe Vigne , et al.
25th International Conference on. Human-Computer Interaction HCII 2023, Jul 2023, Cophenhague, Denmark. pp.450-466, ⟨10.1007/978-3-031-35596-7_29⟩
Conference papers hal-04185780v1

A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning

Samir Sadok , Simon Leglaive , Laurent Girin , Xavier Alameda-Pineda , Renaud Séguier
2023
Preprints, Working Papers, ... hal-04132316v1

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 Audio, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096751⟩
Conference papers hal-04132313v1
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A Multistream Model for Continuous Recognition of Lexical Units in French Sign Language

Yanis Ouakrim , Denis Beautemps , Michèle Gouiffès , Thomas Hueber , Frédéric Berthommier , et al.
2023
Preprints, Working Papers, ... hal-04141925v1
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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⟩
Journal articles hal-03650569v3
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Rhythmic tapping difficulties in adults who stutter: a deficit in beat perception, motor execution, or sensorimotor integration?

Anneke Slis , Christophe Savariaux , Pascal Perrier , Maëva Garnier
PLoS ONE, 2023, 18 (2), pp.e0276691. ⟨10.1371/journal.pone.0276691⟩
Journal articles hal-03907236v2
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Comparing NLP solutions for the disambiguation of French heterophonic homographs for end-to-end TTS systems

Maria-Loulou Hajj , Martin Lenglet , Olivier Perrotin , Gérard Bailly
SPECOM 2022 - 24th International Conference on Speech and Computer (SPECOM), Nov 2022, Kitt Gurugram, India. pp.265-278, ⟨10.1007/978-3-031-20980-2_23⟩
Conference papers hal-03858736v1
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Automated Assessment of Glottal Dysfunction Through Unified Acoustic Voice Analysis

Ian Vince Mcloughlin , Olivier Perrotin , Hamid Sharifzadeh , Jacqui Allen , Yan Song
Journal of Voice, 2022, 36 (6), pp.743-754. ⟨10.1016/j.jvoice.2020.08.032⟩
Journal articles hal-02987882v1
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Speaking Rate Control of end-to-end TTS Models by Direct Manipulation of the Encoder's Output Embeddings

Martin Lenglet , Olivier Perrotin , Gérard Bailly
Interspeech 2022 - 23rd Annual Conference of the International Speech Communication Association, Sep 2022, Incheon, South Korea. pp.11-15, ⟨10.21437/interspeech.2022-759⟩
Conference papers hal-03793220v2
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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 - 23rd Annual Conference of the International Speech Communication Association, Sep 2022, Incheon, South Korea. pp.3383-3387, ⟨10.21437/Interspeech.2022-10116⟩
Conference papers hal-03791472v1
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Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE

Marc-Antoine Georges , Jean-Luc Schwartz , Thomas Hueber
Interspeech 2022 - 23rd Annual Conference of the International Speech Communication Association, Sep 2022, Incheon, South Korea. pp.774-778, ⟨10.21437/Interspeech.2022-10876⟩
Conference papers hal-03800013v1
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Voicing decision based on phonemes classification and spectral moments for whisper-to-speech conversion

Luc Ardaillon , Nathalie Henrich Bernardoni , Olivier Perrotin
Interspeech 2022 - 23rd Annual Conference of the International Speech Communication Association, Sep 2022, Incheon, South Korea. pp.2253-2257, ⟨10.21437/interspeech.2022-10675⟩
Conference papers hal-03780337v1
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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⟩
Journal articles hal-03295630v1
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Automatic Verbal Depiction of a Brick Assembly for a Robot Instructing Humans

Rami Younes , Gérard Bailly , Damien Pellier , Frédéric Elisei
SIGDIAL 2022 - 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2022), Sep 2022, Edinburgh, United Kingdom
Conference papers hal-03754055v1
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Speech synchronization abilities in people who stutter

Maëva Garnier , Anneke Slis , Pascal Perrier , Christophe Savariaux
SMC 2022 - 8th International Conference on Speech Motor Control (SMC2022), Aug 2022, Groningen, Netherlands. , pp.Poster Session I - n° 27
Conference poster hal-03920114v1
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Multiparty attention management for an embodied conversational agent

Léa Haefflinger , Frédéric Elisei , Gérard Bailly
JNRH 2022 - Journées Nationales de la Robotique Humanoïde, Jul 2022, Angers, France
Conference papers hal-03780683v1
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A survey of sound source localization with deep learning methods

Pierre-Amaury Grumiaux , Srđan Kitić , Laurent Girin , Alexandre Guérin
Journal of the Acoustical Society of America, 2022, 152 (1), pp.107-151. ⟨10.1121/10.0011809⟩
Journal articles hal-03952034v1
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Decoding speech from brain activity using linear methods

Gaël Le Godais
Signal and Image Processing. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALT056⟩
Theses tel-03852448v1
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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⟩
Conference papers hal-03978396v1

Caractérisation des consonnes plosives non relâchées du thaï : une étude électroglottographique

Paula Alejandra Cano Córdoba , Thi Thuy Hien Tran , Nathalie Vallée , Christophe Savariaux , Silvain Gerber , et al.
JEP 2022 - 34e Journées d’Études sur la Parole, Jun 2022, Noirmoutier, France
Conference papers hal-03683620v1
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Modélisation de la Parole avec Tacotron2 : Analyse acoustique et phonétique des plongements de caractère

Martin Lenglet , Olivier Perrotin , Gérard Bailly
JEP 2022 - 34e Journées d’Études sur la Parole, Jun 2022, Noirmoutier, France
Conference papers hal-03727735v1
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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 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. pp.8252-8256, ⟨10.1109/ICASSP43922.2022.9747804⟩
Conference papers hal-03688189v1
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Multistream neural architectures for cued-speech recognition using a pre-trained visual feature extractor and constrained CTC decoding

Sanjana Sankar , Denis Beautemps , Thomas Hueber
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9746976⟩
Conference papers hal-03578503v2

Correlating Perceptual and Spectral Aspects of Chiaroscuro in Singing -- A Pilot Study

Kristen M. Murdaugh , Olivier Perrotin , Bruno Gingras , Christian T. Herbst
PAS7+ - 7th International Physiology and Acoustics of Singing Conference, May 2022, virtual, Brazil
Conference papers hal-03736778v1
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Correction dynamique et adaptative de la justesse en voix chantée

Daniel Hernan Molina Villota , Christophe d'Alessandro , Olivier Perrotin
CFA 2022 - 16ème Congrès Français d'Acoustique, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France
Conference papers hal-03848052v1

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
Conference papers hal-03603791v1
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Correction dynamique et adaptative de la justesse en voix chantée

Daniel Hernan Molina-Villota , Christophe d'Alessandro , Olivier Perrotin
CFA 2022 - 16ème Congrès Français d'Acoustique, Apr 2022, Marseille, France
Conference papers hal-03673868v1
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Automatic assessment of oral readings of young pupils

Gérard Bailly , Erika Godde , Anne-Laure Piat-Marchand , Marie-Line Bosse
Speech Communication, 2022, 138, pp.67-79. ⟨10.1016/j.specom.2022.01.008⟩
Journal articles hal-03585934v1
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Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation

Xiaoyu Lin , Laurent Girin , Xavier Alameda-Pineda
2022
Preprints, Working Papers, ... hal-03584014v1