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Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition
Salima Mdhaffar
,
Jean-François Bonastre
,
Marc Tommasi
,
Natalia Tomashenko
,
Yannick Estève
IEEE ICASSP 2022, 2022, Singapour, Singapore
Communication dans un congrès
hal-03539741v1
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Privacy attacks for automatic speech recognition acoustic models in a federated learning framework
Natalia Tomashenko
,
Salima Mdhaffar
,
Marc Tommasi
,
Yannick Estève
,
Jean-François Bonastre
ICASSP 2022, 2022, Singapour, Singapore
Communication dans un congrès
hal-03539742v2
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On speaker verification from the neural network footprint of personalized acoustic models
Natalia Tomashenko
,
Salima Mdhaffar
,
Marc Tommasi
,
Yannick Estève
,
Jean-François Bonastre
Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France
Communication dans un congrès
hal-03626964v1
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Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français
Solène Evain
,
Ha Nguyen
,
Hang Le
,
Marcely Zanon Boito
,
Salima Mdhaffar
JEP 2022, Jun 2022, île de Noirmoutier, France
Communication dans un congrès
hal-03707064v1
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Extraction d'informations liées au locuteur depuis un modèle acoustique personnalisé
Salima Mdhaffar
,
Jean-François A Bonastre
,
Marc Tommasi
,
Natalia Tomashenko
,
Yannick Estève
JEP 2022, Jun 2022, île de Noirmoutier, France
Communication dans un congrès
hal-03706944v1
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Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark
Solène Evain
,
Manh Ha Nguyen
,
Hang Le
,
Marcely Zanon Boito
,
Salima Mdhaffar
Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States
Communication dans un congrès
hal-03407172v1
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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
Solène Evain
,
Ha Nguyen
,
Hang Le
,
Marcely Zanon Boito
,
Salima Mdhaffar
INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic
Communication dans un congrès
hal-03317730v3
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ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks
Hang Le
,
Florentin Barbier
,
Ha Nguyen
,
Natalia Tomashenko
,
Salima Mdhaffar
Communication dans un congrès
hal-03298854v2
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Investigating Self-supervised Pre-training for End-to-end Speech Translation
Ha Nguyen
,
Fethi Bougares
,
Natalia Tomashenko
,
Yannick Estève
,
Laurent Besacier
Interspeech 2020, Oct 2020, Shangai (Virtual Conf), China
Communication dans un congrès
hal-02962186v1
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ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020
Maha Elbayad
,
Ha Nguyen
,
Fethi Bougares
,
Natalia Tomashenko
,
Antoine Caubrière
Proceedings of the 17th International Conference on Spoken Language Translation, Jul 2020, Seattle, WA, United States. pp.35-43, ⟨10.18653/v1/2020.iwslt-1.2⟩
Communication dans un congrès
hal-02895893v1
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Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems
Natalia Tomashenko
,
Christian Raymond
,
Antoine Caubrière
,
Renato de Mori
,
Yannick Estève
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2020, Barcelona, Spain. pp.5, ⟨10.1109/ICASSP40776.2020.9053247⟩
Communication dans un congrès
hal-02551760v1
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Error analysis applied to end-to end spoken language understanding
Antoine Caubrière
,
Sahar Ghannay
,
Natalia Tomashenko
,
Renato de Mori
,
Antoine Laurent
Communication dans un congrès
hal-02465899v1
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Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability
Antoine Caubrière
,
Natalia Tomashenko
,
Antoine Laurent
,
Emmanuel Morin
,
Nathalie Camelin
20th Annual Conference of the International Speech Communication Association (InterSpeech), Sep 2019, Graz, Austria. pp.1198-1202, ⟨10.21437/interspeech.2019-1832⟩
Communication dans un congrès
hal-02304597v1
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Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech
Natalia Tomashenko
,
Antoine Caubrière
,
Yannick Estève
Communication dans un congrès
hal-02307811v1
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Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques
Antoine Caubrière
,
Natalia Tomashenko
,
Yannick Estève
,
Antoine Laurent
,
Emmanuel Morin
26e conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jul 2019, Toulouse, France
Communication dans un congrès
hal-02304614v1
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Recent Advances in End-to-End Spoken Language Understanding
Natalia Tomashenko
,
Antoine Caubrière
,
Yannick Estève
,
Antoine Laurent
,
Emmanuel Morin
7th International Conference on Statistical Language and Speech Processing (SLSP), Oct 2019, Ljubljana, Slovenia
Communication dans un congrès
hal-02353011v1
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ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task
Manh Ha Nguyen
,
Natalia Tomashenko
,
Marcely Zanon Boito
,
Antoine Caubrière
,
Fethi Bougares
16th International Workshop on Spoken Language Translation 2019, Nov 2019, Hong Kong, China
Communication dans un congrès
hal-02352949v1
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Evaluation of Feature-Space Speaker Adaptation for End-to-End Acoustic Models
Natalia Tomashenko
,
Yannick Estève
LREC 2018, May 2018, Miyazaki, Japan
Communication dans un congrès
hal-01728526v1
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Speaker Adaptive Training and Mixup Regularization for Neural Network Acoustic Models in Automatic Speech Recognition
Natalia Tomashenko
,
Yuri Khokhlov
,
Yannick Estève
Communication dans un congrès
hal-01870865v1
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Impact des techniques d'adaptation au locuteur dans l'espace des paramètres pour des modèles acoustiques purement neuronaux
Natalia Tomashenko
,
Yannick Estève
XXXIIe Journées d'Etudes sur la Parole, Jun 2018, Aix-en-Provence, France
Communication dans un congrès
hal-01757772v1
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A New Perspective on Combining GMM and DNN Frameworks for Speaker Adaptation
Natalia Tomashenko
,
Yuri Khokhlov
,
Yannick Estève
4th International Conference on Statistical Language and Speech Processing - SLSP 2016, 2016, Pilsen, Czech Republic
Communication dans un congrès
hal-01433182v1
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On the Use of Gaussian Mixture Model Framework to Improve Speaker Adaptation of Deep Neural Network Acoustic Models
Natalia Tomashenko
,
Yuri Khokhlov
,
Yannick Estève
Interspeech 2016, 2016, San Francisco (CA, USA), Unknown Region
Communication dans un congrès
hal-01433178v1
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Exploring GMM-derived Features for Unsupervised Adaptation of Deep Neural Network Acoustic Models
Natalia Tomashenko
,
Yuri Khokhlov
,
Anthony Larcher
,
Yannick Estève
18th International Conference on Speech and Computer, 2016, Budapest, Hungary
Communication dans un congrès
hal-01433184v1
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Exploration de paramètres acoustiques dérivés de GMMs pour l'adaptation non supervisée de modèles acoustiques à base de réseaux de neurones profonds
Natalia Tomashenko
,
Yuri Khokhlov
,
Anthony Larcher
,
Yannick Estève
Journées d’Études sur la Parole (JEP'16), 2016, Paris, France
Communication dans un congrès
hal-01456899v1
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LIUM ASR systems for the 2016 Multi-Genre Broadcast Arabic Challenge
Natalia Tomashenko
,
Kévin Vythelingum
,
Anthony Rousseau
,
Yannick Estève
Communication dans un congrès
hal-01433188v1
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