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Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition

Oct 20, 2020
Yu Zhang, James Qin, Daniel S. Park, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Quoc V. Le, Yonghui Wu

* 11 pages, 3 figures, 5 tables. Submitted to NeurIPS SAS 2020 Workshop 

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Improved Noisy Student Training for Automatic Speech Recognition

May 19, 2020
Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le

* 5 pages, 5 figures, 4 tables. Submitted to Interspeech 2020 

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SpecAugment on Large Scale Datasets

Dec 11, 2019
Daniel S. Park, Yu Zhang, Chung-Cheng Chiu, Youzheng Chen, Bo Li, William Chan, Quoc V. Le, Yonghui Wu

* 5 pages, 3 tables; submitted to ICASSP 2020 

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The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study

May 09, 2019
Daniel S. Park, Jascha Sohl-Dickstein, Quoc V. Le, Samuel L. Smith

* 17 pages, 3 tables, 17 figures; accepted to ICML 2019 

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SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Apr 18, 2019
Daniel S. Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D. Cubuk, Quoc V. Le

* 6 pages, 3 figures, 6 tables; submitted to Interspeech 2019 

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