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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
Conference papers hal-01757772v1

Speaker Adaptive Training and Mixup Regularization for Neural Network Acoustic Models in Automatic Speech Recognition

Natalia Tomashenko , Yuri Khokhlov , Yannick Estève
Interspeech 2018, Sep 2018, Hyderabad, India. ⟨10.21437/Interspeech.2018-2209⟩
Conference papers hal-01870865v1

Fast and Accurate OOV Decoder on High-Level Features

Yuri Khokhlov , Natalia Tomashenko , Ivan Medennikov , Alexei Romanenko
INTERSPEECH 2017, Aug 2017, Stockholm, Sweden. pp.2884-2888, ⟨10.21437/Interspeech.2017-1367⟩
Conference papers hal-01681375v1

An Investigation of Mixup Training Strategies for Acoustic Models in ASR

Ivan Medennikov , Yuri Khokhlov , Aleksei Romanenko , Dmitry Popov , Natalia Tomashenko , et al.
Interspeech 2018, Sep 2018, Hyderabad, India. ⟨10.21437/Interspeech.2018-2191⟩
Conference papers hal-01876337v1
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Design Choices for X-vector Based Speaker Anonymization

Brij Mohan Lal Srivastava , Natalia Tomashenko , Xin Wang , Emmanuel Vincent , Junichi Yamagishi , et al.
INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China
Conference papers hal-02610447v2
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Privacy and utility of x-vector based speaker anonymization

Brij Mohan Lal Srivastava , Mohamed Maouche , Md Sahidullah , Emmanuel Vincent , Aurélien Bellet , et al.
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, ⟨10.1109/TASLP.2022.3190741⟩
Journal articles hal-03197376v3
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Exploring Gaussian mixture model framework for speaker adaptation of deep neural network acoustic models

Natalia Tomashenko , Yuri Khokhlov , Yannick Estève
2020
Preprints, Working Papers, ... hal-02551714v1
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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
Conference papers hal-01728526v1
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings

Natalia Tomashenko , Xin Wang , Emmanuel Vincent , Jose Patino , Brij Mohan Lal Srivastava , et al.
2022
Preprints, Working Papers, ... hal-03335126v6

Error analysis applied to end-to end spoken language understanding

Antoine Caubrière , Sahar Ghannay , Natalia Tomashenko , Renato de Mori , Antoine Laurent , et al.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain
Conference papers hal-02465899v1
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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
Conference papers hal-03706944v1
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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 , et al.
16th International Workshop on Spoken Language Translation 2019, Nov 2019, Hong Kong, China
Conference papers hal-02352949v1
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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
Conference papers hal-02353011v1
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Introducing the VoicePrivacy initiative

Natalia Tomashenko , Brij Mohan Lal Srivastava , Xin Wang , Emmanuel Vincent , Andreas Nautsch , et al.
INTERSPEECH 2020, Oct 2020, Shanghai, China
Conference papers hal-02562199v3
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The VoicePrivacy 2022 Challenge Evaluation Plan

Natalia Tomashenko , Xin Wang , Xiaoxiao Miao , Hubert Nourtel , Pierre Champion , et al.
2022
Preprints, Working Papers, ... hal-03623516v2
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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 , et al.
20th Annual Conference of the International Speech Communication Association (InterSpeech), Sep 2019, Graz, Austria. pp.1198-1202, ⟨10.21437/interspeech.2019-1832⟩
Conference papers hal-02304597v1
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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
Conference papers hal-02962186v1

LIUM ASR systems for the 2016 Multi-Genre Broadcast Arabic Challenge

Natalia Tomashenko , Kévin Vythelingum , Anthony Rousseau , Yannick Estève
IEEE Workshop on Spoken Language Technology, Dec 2016, San Diego, CA, USA, United States. ⟨10.1109/SLT.2016.7846278⟩
Conference papers hal-01433188v1
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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
Conference papers hal-03626964v1
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The VoicePrivacy 2020 Challenge Evaluation Plan

Natalia Tomashenko , Brij Mohan Lal Srivastava , Xin Wang , Emmanuel Vincent , Andreas Nautsch , et al.
[0] LIA - Laboratoire Informatique d'Avignon; MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication Inria Nancy - Grand Est, LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery; Eurecom [Sophia Antipolis]; University of Edinburgh. 2020
Reports hal-03623450v2
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The VoicePrivacy 2020 Challenge: Results and findings

Natalia Tomashenko , Xin Wang , Emmanuel Vincent , Jose Patino , Brij Mohan Lal Srivastava , et al.
Computer Speech and Language, 2022, 74, pp.101362. ⟨10.1016/j.csl.2022.101362⟩
Journal articles hal-03332224v4
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Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech

Natalia Tomashenko , Antoine Caubrière , Yannick Estève
Interspeech 2019, Sep 2019, Graz, Austria. pp.824-828, ⟨10.21437/Interspeech.2019-2158⟩
Conference papers 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
Conference papers hal-02304614v1

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⟩
Conference papers hal-02551760v1
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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
Conference papers 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
Conference papers hal-01456899v1
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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 , et al.
International Conference on Spoken Language Translation (IWSLT), Aug 2021, Bangkok (virtual), Thailand. ⟨10.18653/v1/2021.iwslt-1.20⟩
Conference papers hal-03298854v2

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
Conference papers hal-01433178v1

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
Conference papers hal-01433182v1
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Speech Pseudonymisation Assessment Using Voice Similarity Matrices

Paul-Gauthier Noé , Jean-François Bonastre , Driss Matrouf , Natalia Tomashenko , Andreas Nautsch , et al.
Interspeech 2020, Oct 2020, Shanghai, China
Conference papers hal-02925559v1