Natalia Tomashenko

Publications

Article dans une revue (9)

Differential Performance and Contextual Integrity in Speech Privacy Poppy Welch,Natalia Tomashenko,Sneha Das,Jennifer Williams IEEE Security and Privacy Magazine, 2026, pp.2-11. ⟨10.1109/MSEC.2026.3679183⟩ Article dans une revue hal-05597636v1
The Third VoicePrivacy Challenge: Preserving Emotional Expressiveness and Linguistic Content in Voice Anonymization Natalia Tomashenko,Xiaoxiao Miao,Pierre Champion,Sarina Meyer,Michele Panarielloet al. Computer Speech and Language, 2026, 100, pp.101988. ⟨10.1016/j.csl.2026.101988⟩ Article dans une revue hal-05463048v2
Adapting general disentanglement-based speaker anonymization for enhanced emotion preservation Xiaoxiao Miao,Yuxiang Zhang,Xin Wang,Natalia Tomashenko,Donny Cheng Lock Sohet al. Computer Speech and Language, 2025, 94, pp.101810. ⟨10.1016/j.csl.2025.101810⟩ Article dans une revue hal-05060842v1
The VoicePrivacy 2022 Challenge: Progress and perspectives in voice anonymisation Michele Panariello,Natalia Tomashenko,Xin Wang,Xiaoxiao Miao,Pierre Championet al. IEEE/ACM Transactions on Audio, Speech and Language Processing, In press, ⟨10.1109/TASLP.2024.3430530⟩ Article dans une revue hal-04667625v1
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 Pupieret al. Computer Speech and Language, 2024, 86, pp.101622. ⟨10.1016/j.csl.2024.101622⟩ Article dans une revue hal-04441389v1
Evaluating the effects of task design on unfamiliar Francophone listener and automatic speaker identification performance Benjamin O'Brien,C. Meunier,Natalia Tomashenko,Alain Ghio,Jean-François Bonastre Multimedia Tools and Applications, 2023, ⟨10.1007/s11042-023-15391-0⟩ Article dans une revue hal-04138760v1
Towards a unified assessment framework of speech pseudonymisation Paul-Gauthier Noé,Andreas Nautsch,Nicholas Evans,Jose Patino,Jean-François Bonastreet al. Computer Speech and Language, 2022, 72, pp.101299. ⟨10.1016/j.csl.2021.101299⟩ Article dans une revue hal-03555462v1
Privacy and utility of x-vector based speaker anonymization Brij Mohan Lal Srivastava,Mohamed Maouche,Md Sahidullah,Emmanuel Vincent,Aurélien Belletet al. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, ⟨10.1109/TASLP.2022.3190741⟩ Article dans une revue hal-03197376v3
The VoicePrivacy 2020 Challenge: Results and findings Natalia Tomashenko,Xin Wang,Emmanuel Vincent,Jose Patino,Brij Mohan Lal Srivastavaet al. Computer Speech and Language, 2022, 74, pp.101362. ⟨10.1016/j.csl.2022.101362⟩ Article dans une revue hal-03332224v4

Communication dans un congrès (40)

Target Speaker Anonymization In Multi-Speaker Recordings Natalia Tomashenko,Junichi Yamagishi,Xin Wang,Yun Liu,Emmanuel Vincent ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 2026, May 2026, Barcelona, Spain Communication dans un congrès hal-05308244v2
Exploiting Context-dependent Duration Features for Voice Anonymization Attack Systems Natalia Tomashenko,Emmanuel Vincent,Marc Tommasi Interspeech 2025, Aug 2025, Rotterdam, Netherlands Communication dans un congrès hal-05099074v1
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. ⟨10.1109/ICASSP49660.2025.10887896⟩ Communication dans un congrès hal-04853872v1
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-05040330v1
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-04527700v1
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
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
LeBenchmark, un référentiel d'évaluation pour le français oral * Hang Le,Sina Alisamir,Marco Dinarelli,Fabien Ringeval,Solène Evainet al. 34e Journées d'étude sur la parole JEP 2022, Jun 2022, île de Noirmoutier, France Communication dans un congrès hal-03767742v1
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
Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français Solène Evain,Ha Nguyen,Hang Le,Marcely Zanon Boito,Salima Mdhaffaret al. JEP 2022, Jun 2022, île de Noirmoutier, France Communication dans un congrès hal-03707064v1
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
Benchmarking and challenges in security and privacy for voice biometrics Jean-Francois Bonastre,Hector Delgado,Nicholas Evans,Tomi Kinnunen,Kong Aik Leeet 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-03346196v1
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark Solène Evain,Manh Ha Nguyen,Hang Le,Marcely Zanon Boito,Salima Mdhaffaret al. Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS 2021), Dec 2021, on-line, United States Communication dans un congrès hal-03407172v1
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-03267084v2
The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment Andreas Nautsch,Jose Patino,Natalia Tomashenko,Junichi Yamagishi,Paul-Gauthier Noéet al. Interspeech 2020, Oct 2021, Shanghai, China. pp.1698-1702, ⟨10.21437/Interspeech.2020-1815⟩ Communication dans un congrès hal-03555630v1
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 Mdhaffaret 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-03298854v2
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-03346206v1
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Solène Evain,Ha Nguyen,Hang Le,Marcely Zanon Boito,Salima Mdhaffaret al. INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic Communication dans un congrès hal-03317730v3
Error analysis applied to end-to end spoken language understanding Antoine Caubrière,Sahar Ghannay,Natalia Tomashenko,Renato de Mori,Antoine Laurentet 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-02465899v1
Introducing the VoicePrivacy initiative Natalia Tomashenko,Brij Mohan Lal Srivastava,Xin Wang,Emmanuel Vincent,Andreas Nautschet al. INTERSPEECH 2020, Oct 2020, Shanghai, China Communication dans un congrès hal-02562199v3
Design Choices for X-vector Based Speaker Anonymization Brij Mohan Lal Srivastava,Natalia Tomashenko,Xin Wang,Emmanuel Vincent,Junichi Yamagishiet al. INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China Communication dans un congrès hal-02610447v2
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
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
Speech Pseudonymisation Assessment Using Voice Similarity Matrices Paul-Gauthier Noé,Jean-François Bonastre,Driss Matrouf,Natalia Tomashenko,Andreas Nautschet al. Interspeech 2020, Oct 2020, Shanghai, China Communication dans un congrès hal-02925559v1
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 Caubrièreet 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-02895893v1
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-02353011v1
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 Bougareset al. 16th International Workshop on Spoken Language Translation 2019, Nov 2019, Hong Kong, China Communication dans un congrès hal-02352949v1
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 Camelinet 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-02304597v1
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
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-02307811v1
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
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-01870865v1
An Investigation of Mixup Training Strategies for Acoustic Models in ASR Ivan Medennikov,Yuri Khokhlov,Aleksei Romanenko,Dmitry Popov,Natalia Tomashenkoet al. Interspeech 2018, Sep 2018, Hyderabad, India. ⟨10.21437/Interspeech.2018-2191⟩ Communication dans un congrès hal-01876337v1
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
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-01681375v1
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-01433188v1
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
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
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
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

Pré-publication, Document de travail (5)

Privacy Attacks on Voice Anonymization Systems: Overview and Key Findings from the First VoicePrivacy Attacker Challenge Natalia Tomashenko,Xiaoxiao Miao,Emmanuel Vincent,Junichi Yamagishi 2026 Pré-publication, Document de travail hal-05543730v1
The First VoicePrivacy Attacker Challenge Evaluation Plan Natalia Tomashenko,Xiaoxiao Miao,Emmanuel Vincent,Junichi Yamagishi 2024 Pré-publication, Document de travail hal-04730990v1
Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings Natalia Tomashenko,Xin Wang,Emmanuel Vincent,Jose Patino,Brij Mohan Lal Srivastavaet al. 2022 Pré-publication, Document de travail hal-03335126v6
The VoicePrivacy 2022 Challenge Evaluation Plan Natalia Tomashenko,Xin Wang,Xiaoxiao Miao,Hubert Nourtel,Pierre Championet al. 2022 Pré-publication, Document de travail hal-03623516v2
Exploring Gaussian mixture model framework for speaker adaptation of deep neural network acoustic models Natalia Tomashenko,Yuri Khokhlov,Yannick Estève 2020 Pré-publication, Document de travail hal-02551714v1

Rapport (4)

The VoicePrivacy 2026 Challenge Evaluation Plan Xiaoxiao Miao,Natalia Tomashenko,Ridwan Arefeen,Sarina Meyer,Michele Panarielloet al. Duke Kunshan University, China; Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France; Singapore Institute of Technology, Singapore; Institute for Natural Language Processing, University of Stuttgart, Germany; Nation Institute of Informatics, Tokyo, Japan; Audio Security and Privacy Group, EURECOM, France. 2026 Rapport hal-05561895v1
The Voice Privacy 2024 Challenge Evaluation Plan Natalia Tomashenko,Xiaoxiao Miao,Pierre Champion,Sarina Meyer,Xin Wanget al. Inria; Eurecom; NII. 2024 Rapport hal-04531444v1
Multi-lingual Speech to Speech Translation for Under-Resourced Languages Anthony Larcher,Yannick Estève,Mickael Rouvier,Natalia Tomashenko,Jarod Duretet al. Le Mans Université. 2022 Rapport hal-04176910v1
The VoicePrivacy 2020 Challenge Evaluation Plan Natalia Tomashenko,Brij Mohan Lal Srivastava,Xin Wang,Emmanuel Vincent,Andreas Nautschet 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-03623450v2

Thèse (1)

Speaker adaptation of deep neural network acoustic models using Gaussian mixture model framework in automatic speech recognition systems Natalia Tomashenko Neural and Evolutionary Computing [cs.NE]. Le Mans Université; ITMO University, 2017. English. ⟨NNT : 2017LEMA1040⟩ Thèse tel-01797231v1