Natalia Tomashenko

52
Documents
Affiliation actuelle
  • Speech Modeling for Facilitating Oral-Based Communication (MULTISPEECH)

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Publications

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LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech

Titouan Parcollet , Ha Nguyen , Solène Evain , Marcely Zanon Boito , Adrien Pupier et al.
Computer Speech and Language, 2024, 86, pp.101622. ⟨10.1016/j.csl.2024.101622⟩
Article dans une revue hal-04441389 v1
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The VoicePrivacy 2022 Challenge: Progress and perspectives in voice anonymisation

Michele Panariello , Natalia Tomashenko , Xin Wang , Xiaoxiao Miao , Pierre Champion et al.
IEEE/ACM Transactions on Audio, Speech and Language Processing, In press, ⟨10.1109/TASLP.2024.3430530⟩
Article dans une revue hal-04667625 v1
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Evaluating the effects of task design on unfamiliar Francophone listener and automatic speaker identification performance

Benjamin O'Brien , Christine Meunier , Natalia Tomashenko , Alain Ghio , Jean-François Bonastre
Multimedia Tools and Applications, 2023, ⟨10.1007/s11042-023-15391-0⟩
Article dans une revue hal-04138760 v1
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Towards a unified assessment framework of speech pseudonymisation

Paul-Gauthier Noé , Andreas Nautsch , Nicholas Evans , Jose Patino , Jean-François Bonastre et al.
Computer Speech and Language, 2022, 72, pp.101299. ⟨10.1016/j.csl.2021.101299⟩
Article dans une revue hal-03555462 v1
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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⟩
Article dans une revue hal-03197376 v3
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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⟩
Article dans une revue hal-03332224 v4
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Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization

Natalia Tomashenko , Emmanuel Vincent , Marc Tommasi
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), Apr 2025, Hyderabad, India
Communication dans un congrès hal-04853872 v1
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The First VoicePrivacy Attacker Challenge

Natalia Tomashenko , Xiaoxiao Miao , Emmanuel Vincent , Junichi Yamagishi
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025, Apr 2025, Hyderabad, India. pp.1-2, ⟨10.1109/ICASSP49660.2025.10888513⟩
Communication dans un congrès hal-05040330 v1
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Anonymizing Speaker Voices: Easy to Imitate, Difficult to Recognize?

Jennifer Williams , Karla Pizzi , Natalia Tomashenko , Sneha Das
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.12491-12495, ⟨10.1109/ICASSP48485.2024.10445935⟩
Communication dans un congrès hal-04527700 v1
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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-03706944 v1
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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-03539741 v1
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LeBenchmark, un référentiel d'évaluation pour le français oral *

Hang Le , Sina Alisamir , Marco Dinarelli , Fabien Ringeval , Solène Evain et al.
34e Journées d'étude sur la parole JEP 2022, Jun 2022, île de Noirmoutier, France
Communication dans un congrès hal-03767742 v1
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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 et al.
JEP 2022, Jun 2022, île de Noirmoutier, France
Communication dans un congrès hal-03707064 v1
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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-03626964 v1
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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-03539742 v2
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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 et al.
INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic
Communication dans un congrès hal-03317730 v3

Speaker Anonymisation Using the McAdams Coefficient

Jose Patino , Natalia Tomashenko , Massimiliano Todisco , Andreas Nautsch , Nicholas Evans
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.1099-1103, ⟨10.21437/Interspeech.2021-1070⟩
Communication dans un congrès hal-03346206 v1
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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 et al.
Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States
Communication dans un congrès hal-03407172 v1
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Benchmarking and challenges in security and privacy for voice biometrics

Jean-Francois Bonastre , Hector Delgado , Nicholas Evans , Tomi Kinnunen , Kong Aik Lee et al.
SPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication, ISCA, Nov 2021, Magdeburg, Germany. ⟨10.21437/SPSC.2021-11⟩
Communication dans un congrès hal-03346196 v1
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Anonymous speaker clusters: Making distinctions between anonymised speech recordings with clustering interface

Benjamin O'Brien , Natalia Tomashenko , Anaïs Chanclu , Jean-François Bonastre
INTERSPEECH 2021, Aug 2021, Brno, Czech Republic
Communication dans un congrès hal-03267084 v2
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The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment

Andreas Nautsch , Jose Patino , Natalia Tomashenko , Junichi Yamagishi , Paul-Gauthier Noé et al.
Interspeech 2020, Oct 2021, Shanghai, China. pp.1698-1702, ⟨10.21437/Interspeech.2020-1815⟩
Communication dans un congrès hal-03555630 v1
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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⟩
Communication dans un congrès hal-03298854 v2
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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
Communication dans un congrès hal-02925559 v1
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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 et al.
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-02895893 v1

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 2020), May 2020, Barcelona, Spain. pp.8514-8518, ⟨10.1109/ICASSP40776.2020.9054455⟩
Communication dans un congrès hal-02465899 v1
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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
Communication dans un congrès hal-02562199 v3
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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
Communication dans un congrès hal-02610447 v2
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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-02962186 v1
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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-02551760 v1
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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. ⟨10.1007/978-3-030-31372-2_4⟩
Communication dans un congrès hal-02353011 v1
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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
Communication dans un congrès hal-02352949 v1
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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⟩
Communication dans un congrès hal-02304597 v1
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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-02304614 v1
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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⟩
Communication dans un congrès hal-02307811 v1
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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-01728526 v1

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⟩
Communication dans un congrès hal-01876337 v1

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-01757772 v1

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⟩
Communication dans un congrès hal-01870865 v1

Fast and Accurate OOV Decoder on High-Level Features

Yuri Khokhlov , Natalia Tomashenko , Ivan Medennikov , Alexei Romanenko
INTERSPEECH 2017, Aug 2017, Stockholm, Sweden. ⟨10.21437/Interspeech.2017-1367⟩
Communication dans un congrès hal-01681375 v1

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-01433182 v1

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-01433178 v1

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⟩
Communication dans un congrès hal-01433188 v1
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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-01433184 v1
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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-01456899 v1
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The Voice Privacy 2024 Challenge Evaluation Plan

Natalia Tomashenko , Xiaoxiao Miao , Pierre Champion , Sarina Meyer , Xin Wang et al.
Inria; Eurecom; NII. 2024
Rapport hal-04531444 v1
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Multi-lingual Speech to Speech Translation for Under-Resourced Languages

Anthony Larcher , Yannick Estève , Mickael Rouvier , Natalia Tomashenko , Jarod Duret et al.
Le Mans Université. 2022
Rapport hal-04176910 v1
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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
Rapport hal-03623450 v2