Andrew Ng

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

2015 · arXiv (Cornell University)

We show that an end-to-end deep learning approach can be used to recognize either English or Mandarin Chinese speech--two vastly different languages. Because it replaces entire pipelines of hand-engineered components with neural networks, end-to-end learning …

Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction

2018

Ziang Xie, Guillaume Genthial, Stanley Xie, Andrew Ng, Dan Jurafsky. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). 2018.