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LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech



Solene Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar , Sina Alisamir , Ziyi Tong , Natalia Tomashenko , Marco Dinarelli , Titouan Parcollet , Alexandre Allauzen , Yannick Esteve , Benjamin Lecouteux , Francois Portet , Solange Rossato , Fabien Ringeval , Didier Schwab , Laurent Besacier

* Submitted to Interspeech 2021 

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Exploring Gaussian mixture model framework for speaker adaptation of deep neural network acoustic models



Natalia Tomashenko , Yuri Khokhlov , Yannick Esteve

* 36 pages; originally was submitted to CSL in February 2017 

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Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems



Natalia Tomashenko , Christian Raymond , Antoine Caubriere , Renato De Mori , Yannick Esteve

* Accepted for ICASSP 2020 (Submitted: October 21, 2019) 

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ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task



Ha Nguyen , Natalia Tomashenko , Marcely Zanon Boito , Antoine Caubriere , Fethi Bougares , Mickael Rouvier , Laurent Besacier , Yannick Esteve

* IWSLT 2019 - First two authors contributed equally to this work 

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Recent Advances in End-to-End Spoken Language Understanding



Natalia Tomashenko , Antoine Caubriere , Yannick Esteve , Antoine Laurent , Emmanuel Morin


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