2.2k citations · 4.2k across the 19 of their papers we have counts for
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cs.CL2015★ 2.2k cited
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Dario Amodei, Rishita Anubhai, Eric Battenberg +31
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 pip…
cs.LG2015★ 1 cited
Occam's Gates
Jonathan Raiman, Szymon Sidor
We present a complimentary objective for training recurrent neural networks (RNN) with gating units that helps with regularization and interpretability of the trained model. Attent…