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Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training


Apr 02, 2021
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli


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Joint Masked CPC and CTC Training for ASR


Oct 30, 2020
Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve


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Rethinking Evaluation in ASR: Are Our Models Robust Enough?


Oct 22, 2020
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve


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slimIPL: Language-Model-Free Iterative Pseudo-Labeling


Oct 22, 2020
Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert


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Self-training and Pre-training are Complementary for Speech Recognition


Oct 22, 2020
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli


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Iterative Pseudo-Labeling for Speech Recognition


May 19, 2020
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert


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Scaling Up Online Speech Recognition Using ConvNets


Jan 27, 2020
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert


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Libri-Light: A Benchmark for ASR with Limited or No Supervision


Dec 17, 2019
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux


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End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures


Nov 19, 2019
Gabriel Synnaeve, Qiantong Xu, Jacob Kahn, Edouard Grave, Tatiana Likhomanenko, Vineel Pratap, Anuroop Sriram, Vitaliy Liptchinsky, Ronan Collobert


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Who Needs Words? Lexicon-Free Speech Recognition


Apr 09, 2019
Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert

* 8 pages, 1 figure 

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InfiniteBoost: building infinite ensembles with gradient descent


Sep 21, 2018
Alex Rogozhnikov, Tatiana Likhomanenko

* 7 pages, 5 figures, 3 tables 

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Inclusive Flavour Tagging Algorithm


May 24, 2017
Tatiana Likhomanenko, Denis Derkach, Alex Rogozhnikov

* Likhomanenko, T., Derkach, D., & Rogozhnikov, A. (2016, October). Inclusive Flavour Tagging Algorithm. In Journal of Physics: Conference Series (Vol. 762, No. 1, p. 012045). IOP Publishing 
* 5 pages, 5 figures, 17th International workshop on Advanced Computing and Analysis Techniques in physics research (ACAT-2016) 

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