2.2k citations · 4k across the 30 of their papers we have counts for
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cs.CL2016★ 30 cited
Learning Multiscale Features Directly From Waveforms
Zhenyao Zhu, Jesse H. Engel, Awni Hannun
Deep learning has dramatically improved the performance of speech recognition systems through learning hierarchies of features optimized for the task at hand. However, true end-to-…
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…