Natalia A. Tomashenko

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 72

Top Topics

Language Understanding

Speaker Adaptation

Speech Recognition

Acoustic Models

Top Venues

Publications

Natalia A. Tomashenko, Xiaoxiao Miao, Pierre Champion, Sarina Meyer, Xin Wang, Emmanuel Vincent, Michele Panariello, Nicholas W. D. Evans, Junichi Yamagishi, Massimiliano Todisco
The VoicePrivacy 2024 Challenge Evaluation Plan. CoRR (2024)
Benjamin O'Brien, Christine Meunier, Natalia A. Tomashenko, Alain Ghio, Jean-François Bonastre
Evaluating the effects of task design on unfamiliar Francophone listener and automatic speaker identification performance. Multim. Tools Appl. 83 (4) (2024)
Michele Panariello, Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Pierre Champion, Hubert Nourtel, Massimiliano Todisco, Nicholas W. D. Evans, Emmanuel Vincent, Junichi Yamagishi
The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86 (2024)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR Based on wav2vec 2.0. ICASSP (2023)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Speaker Anonymization Using Orthogonal Householder Neural Network. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Language-independent speaker anonymization using orthogonal Householder neural network. CoRR (2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR (2023)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR based on Wav2vec 2.0. CoRR (2023)
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
Privacy Attacks for Automatic Speech Recognition Acoustic Models in A Federated Learning Framework. ICASSP (2022)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models. CoRR (2022)
Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Natalia A. Tomashenko, Driss Matrouf
Towards a unified assessment framework of speech pseudonymisation. Comput. Speech Lang. 72 (2022)
Brij Mohan Lal Srivastava, Mohamed Maouche, Md. Sahidullah, Emmanuel Vincent, Aurélien Bellet, Marc Tommasi, Natalia A. Tomashenko, Xin Wang, Junichi Yamagishi
Privacy and Utility of X-Vector Based Speaker Anonymization. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Language-Independent Speaker Anonymization Approach Using Self-Supervised Pre-Trained Models. Odyssey (2022)
Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. INTERSPEECH (2022)
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
The VoicePrivacy 2020 Challenge: Results and findings. Comput. Speech Lang. 74 (2022)
Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. CoRR (2022)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
The VoicePrivacy 2020 Challenge Evaluation Plan. CoRR (2022)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions. INTERSPEECH (2022)
Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Hubert Nourtel, Pierre Champion, Massimiliano Todisco, Emmanuel Vincent, Nicholas Evans, Junichi Yamagishi, Jean-François Bonastre
The VoicePrivacy 2022 Challenge Evaluation Plan. CoRR (2022)
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia A. Tomashenko
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions. CoRR (2022)
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. ICASSP (2022)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks (2021)
Jose Patino, Natalia A. Tomashenko, Massimiliano Todisco, Andreas Nautsch, Nicholas W. D. Evans
Speaker Anonymisation Using the McAdams Coefficient. Interspeech (2021)
Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche
The VoicePrivacy 2020 Challenge: Results and findings. CoRR (2021)
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
Privacy attacks for automatic speech recognition acoustic models in a federated learning framework. CoRR (2021)
Benjamin O'Brien, Natalia A. Tomashenko, Anaïs Chanclu, Jean-François Bonastre
Anonymous Speaker Clusters: Making Distinctions Between Anonymised Speech Recordings with Clustering Interface. Interspeech (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR (2021)
Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
Benchmarking and challenges in security and privacy for voice biometrics. CoRR (2021)
Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève
ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks. IWSLT (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech (2021)
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. CoRR (2021)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
Introducing the VoicePrivacy Initiative. CoRR (2020)
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems. CoRR (2020)
Andreas Nautsch, Jose Patino, Natalia A. Tomashenko, Junichi Yamagishi, Paul-Gauthier Noé, Jean-François Bonastre, Massimiliano Todisco, Nicholas W. D. Evans
The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment. CoRR (2020)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
Exploring Gaussian mixture model framework for speaker adaptation of deep neural network acoustic models. CoRR (2020)
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020. IWSLT (2020)
Jose Patino, Natalia A. Tomashenko, Massimiliano Todisco, Andreas Nautsch, Nicholas W. D. Evans
Speaker anonymisation using the McAdams coefficient. CoRR (2020)
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
Speech Pseudonymisation Assessment Using Voice Similarity Matrices. CoRR (2020)
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
Design Choices for X-Vector Based Speaker Anonymization. INTERSPEECH (2020)
Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco
Introducing the VoicePrivacy Initiative. INTERSPEECH (2020)
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020. CoRR (2020)
Antoine Caubrière, Sahar Ghannay, Natalia A. Tomashenko, Renato De Mori, Antoine Laurent, Emmanuel Morin, Yannick Estève
Error Analysis Applied to End-to-End Spoken Language Understanding. ICASSP (2020)
Natalia A. Tomashenko, Christian Raymond, Antoine Caubrière, Renato De Mori, Yannick Estève
Dialogue History Integration into End-to-End Signal-to-Concept Spoken Language Understanding Systems. ICASSP (2020)
Andreas Nautsch, Jose Patino, Natalia A. Tomashenko, Junichi Yamagishi, Paul-Gauthier Noé, Jean-François Bonastre, Massimiliano Todisco, Nicholas W. D. Evans
The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment. INTERSPEECH (2020)
Ha Nguyen, Fethi Bougares, Natalia A. Tomashenko, Yannick Estève, Laurent Besacier
Investigating Self-Supervised Pre-Training for End-to-End Speech Translation. INTERSPEECH (2020)
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
Speech Pseudonymisation Assessment Using Voice Similarity Matrices. INTERSPEECH (2020)
Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi
Design Choices for X-vector Based Speaker Anonymization. CoRR (2020)
Antoine Caubrière, Natalia A. Tomashenko, Yannick Estève, Antoine Laurent, Emmanuel Morin
Curriculum d'apprentissage : reconnaissance d'entités nommées pour l'extraction de concepts sémantiques (Curriculum learning : named entity recognition for semantic concept extraction). PFIA (Articles longs) (2019)
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability. INTERSPEECH (2019)
Ha Nguyen, Natalia A. Tomashenko, Marcely Zanon Boito, Antoine Caubrière, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Estève
ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task. CoRR (2019)
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
Recent Advances in End-to-End Spoken Language Understanding. SLSP (2019)
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech. INTERSPEECH (2019)
Natalia A. Tomashenko, Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin
Recent Advances in End-to-End Spoken Language Understanding. CoRR (2019)
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. CoRR (2019)
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. CoRR (2018)
Ivan Medennikov, Yuri Y. Khokhlov, Aleksei Romanenko, Dmitry Popov, Natalia A. Tomashenko, Ivan Sorokin, Alexander Zatvornitskiy
An Investigation of Mixup Training Strategies for Acoustic Models in ASR. INTERSPEECH (2018)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
Speaker Adaptive Training and Mixup Regularization for Neural Network Acoustic Models in Automatic Speech Recognition. INTERSPEECH (2018)
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
TED-LIUM 3: Twice as Much Data and Corpus Repartition for Experiments on Speaker Adaptation. SPECOM (2018)
Natalia A. Tomashenko, Yannick Estève
Evaluation of Feature-Space Speaker Adaptation for End-to-End Acoustic Models. LREC (2018)
Yuri Y. Khokhlov, Ivan Medennikov, Aleksei Romanenko, Valentin Mendelev, Maxim Korenevsky, Alexey Prudnikov, Natalia A. Tomashenko, Alexander Zatvornitsky
The STC Keyword Search System for OpenKWS 2016 Evaluation. INTERSPEECH (2017)
Ivan Medennikov, Aleksei Romanenko, Alexey Prudnikov, Valentin Mendelev, Yuri Y. Khokhlov, Maxim Korenevsky, Natalia A. Tomashenko, Alexander Zatvornitskiy
Acoustic Modeling in the STC Keyword Search System for OpenKWS 2016 Evaluation. SPECOM (2017)
Yuri Y. Khokhlov, Natalia A. Tomashenko, Ivan Medennikov, Alexei Romanenko
Fast and Accurate OOV Decoder on High-Level Features. CoRR (2017)
Yuri Y. Khokhlov, Natalia A. Tomashenko, Ivan Medennikov, Aleksei Romanenko
Fast and Accurate OOV Decoder on High-Level Features. INTERSPEECH (2017)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
On the Use of Gaussian Mixture Model Framework to Improve Speaker Adaptation of Deep Neural Network Acoustic Models. INTERSPEECH (2016)
Natalia A. Tomashenko, Kévin Vythelingum, Anthony Rousseau, Yannick Estève
LIUM ASR systems for the 2016 Multi-Genre Broadcast Arabic challenge. SLT (2016)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Yannick Estève
A New Perspective on Combining GMM and DNN Frameworks for Speaker Adaptation. SLSP (2016)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Anthony Larcher, Yannick Estève
Exploration de paramètres acoustiques dérivés de GMM pour l'adaptation non supervisée de modèles acoustiques à base de réseaux de neurones profonds (Exploring GMM-derived features for unsupervised adaptation of deep neural network acoustic models). JEP-TALN-RECITAL (1) (2016)
Natalia A. Tomashenko, Yuri Y. Khokhlov, Anthony Larcher, Yannick Estève
Exploring GMM-derived Features for Unsupervised Adaptation of Deep Neural Network Acoustic Models. SPECOM (2016)
Natalia A. Tomashenko, Yuri Y. Khokhlov
GMM-derived features for effective unsupervised adaptation of deep neural network acoustic models. INTERSPEECH (2015)
Olga Khomitsevich, Valentin Mendelev, Natalia A. Tomashenko, Sergey Rybin, Ivan Medennikov, Saule Kudubayeva
A Bilingual Kazakh-Russian System for Automatic Speech Recognition and Synthesis. SPECOM (2015)
Elena Bulgakova, Aleksei Sholohov, Natalia A. Tomashenko, Yuri Matveev
Speaker Verification Using Spectral and Durational Segmental Characteristics. SPECOM (2015)
German A. Chernykh, Maxim Korenevsky, Kirill Levin, Irina Ponomareva, Natalia A. Tomashenko
State Level Control for Acoustic Model Training. SPECOM (2014)
Kirill Levin, Irina Ponomareva, Anna Bulusheva, German A. Chernykh, Ivan Medennikov, Nickolay Merkin, Alexey Prudnikov, Natalia A. Tomashenko
Automated closed captioning for Russian live broadcasting. INTERSPEECH (2014)
Natalia A. Tomashenko, Yuri Y. Khokhlov
Speaker adaptation of context dependent deep neural networks based on MAP-adaptation and GMM-derived feature processing. INTERSPEECH (2014)
Natalia A. Tomashenko, Yuri Y. Khokhlov
Speaking Rate Estimation Based on Deep Neural Networks. SPECOM (2014)
Natalia A. Tomashenko, Yuri Y. Khokhlov
Fast Algorithm for Automatic Alignment of Speech and Imperfect Text Data. SPECOM (2013)