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Simple and Effective Zero-shot Cross-lingual Phoneme Recognition


Sep 23, 2021
Qiantong Xu, Alexei Baevski, Michael Auli


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Improved Language Identification Through Cross-Lingual Self-Supervised Learning


Aug 04, 2021
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

* Submitted to ASRU 2021 

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Unsupervised Speech Recognition


May 24, 2021
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli


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Large-Scale Self- and Semi-Supervised Learning for Speech Translation


Apr 14, 2021
Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau


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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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A Comparison of Approaches to Document-level Machine Translation


Jan 26, 2021
Zhiyi Ma, Sergey Edunov, Michael Auli

* 10 pages, 5 tables 

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Reservoir Transformer


Dec 30, 2020
Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela


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Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling


Nov 13, 2020
Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli

* Accepted at WMT 2020 

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A Comparison of Discrete Latent Variable Models for Speech Representation Learning


Oct 24, 2020
Henry Zhou, Alexei Baevski, Michael Auli

* 7 pages, 4 figures 

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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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Beyond English-Centric Multilingual Machine Translation


Oct 21, 2020
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin


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Self-training Improves Pre-training for Natural Language Understanding


Oct 05, 2020
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau

* 8 pages 

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Unsupervised Cross-lingual Representation Learning for Speech Recognition


Jun 24, 2020
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli


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wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations


Jun 20, 2020
Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli


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Robust and On-the-fly Dataset Denoising for Image Classification


Apr 09, 2020
Jiaming Song, Lunjia Hu, Michael Auli, Yann Dauphin, Tengyu Ma


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Improving Conditioning in Context-Aware Sequence to Sequence Models


Nov 21, 2019
Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite


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Effectiveness of self-supervised pre-training for speech recognition


Nov 10, 2019
Alexei Baevski, Michael Auli, Abdelrahman Mohamed


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Depth-Adaptive Transformer


Oct 22, 2019
Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli


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vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations


Oct 12, 2019
Alexei Baevski, Steffen Schneider, Michael Auli


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The Source-Target Domain Mismatch Problem in Machine Translation


Sep 28, 2019
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato


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Simple and Effective Noisy Channel Modeling for Neural Machine Translation


Aug 15, 2019
Kyra Yee, Nathan Ng, Yann N. Dauphin, Michael Auli

* EMNLP 2019 

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On The Evaluation of Machine Translation Systems Trained With Back-Translation


Aug 14, 2019
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli


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ELI5: Long Form Question Answering


Jul 22, 2019
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli


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Facebook FAIR's WMT19 News Translation Task Submission


Jul 15, 2019
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov

* 7 pages; WMT 

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GLOSS: Generative Latent Optimization of Sentence Representations


Jul 15, 2019
Sidak Pal Singh, Angela Fan, Michael Auli


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wav2vec: Unsupervised Pre-training for Speech Recognition


May 24, 2019
Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli


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