Researcher profile

Sanjeev Satheesh

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Active Learning for Speech Recognition: the Power of Gradients

2016 · arXiv (Cornell University)

In training speech recognition systems, labeling audio clips can be expensive, and not all data is equally valuable. Active learning aims to label only the most informative samples to reduce cost. For speech recognition, confidence …
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 …