← Authors

Natalia Tomashenko

15 papers · 2016–2022 · 3 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (25) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (6) πŸ† Keyword Champion (3) 🧬 Topic Evolution πŸ”₯ Unstoppable (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (15) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (52)

Conferences

INTERSPEECH (12) ACL (2) IJCNLP (1)

Top co-authors

Yannick Estève (9) Yuri Khokhlov (5) Ha Nguyen (4) Benjamin Lecouteux (4) Aleksei Romanenko (3) Ivan Medennikov (3) Hang Le (3) Salima Mdhaffar (3) Antoine Caubrière (3) Laurent Besacier (3)

Keywords

automatic speech recognition (5) speech translation (4) speaker adaptation (4) speech recognition (3) end-to-end learning (3) spoken language understanding (3) speaker anonymization (3) acoustic model (3) self-supervised learning (3) speech processing (2) neural machine translation (2) transfer learning (2) bottleneck feature (2) curriculum learning (1) clustering analysis (1) benchmark evaluation (1) multilingual translation (1) recurrent neural network (1) domain adaptation (1) gaussian mixture model (1)

Papers

Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions INTERSPEECH 2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems INTERSPEECH 2022
ON-TRAC’ systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks IJCNLP 2021
Speaker Anonymisation Using the McAdams Coefficient INTERSPEECH 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech INTERSPEECH 2021
Anonymous Speaker Clusters: Making Distinctions Between Anonymised Speech Recordings with Clustering Interface INTERSPEECH 2021
ON-TRAC’ systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks ACL 2021
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020 ACL 2020
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech INTERSPEECH 2019
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability INTERSPEECH 2019
An Investigation of Mixup Training Strategies for Acoustic Models in ASR INTERSPEECH 2018
Speaker Adaptive Training and Mixup Regularization for Neural Network Acoustic Models in Automatic Speech Recognition INTERSPEECH 2018
The STC Keyword Search System for OpenKWS 2016 Evaluation INTERSPEECH 2017
Fast and Accurate OOV Decoder on High-Level Features INTERSPEECH 2017
On the Use of Gaussian Mixture Model Framework to Improve Speaker Adaptation of Deep Neural Network Acoustic Models INTERSPEECH 2016