5 code implementations • 12 Aug 2014 • Awni Y. Hannun, Andrew L. Maas, Daniel Jurafsky, Andrew Y. Ng
This approach to decoding enables first-pass speech recognition with a language model, completely unaided by the cumbersome infrastructure of HMM-based systems.
1 code implementation • 30 Jun 2014 • Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng
We compare standard DNNs to convolutional networks, and present the first experiments using locally-connected, untied neural networks for acoustic modeling.
Ranked #11 on Speech Recognition on swb_hub_500 WER fullSWBCH
no code implementations • LREC 2014 • Kevin Reschke, Martin Jankowiak, Mihai Surdeanu, Christopher Manning, Daniel Jurafsky
We present a new publicly available dataset and event extraction task in the plane crash domain based on Wikipedia infoboxes and newswire text.
no code implementations • EMNLP 2013 • Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Ranked #2 on Unsupervised Dependency Parsing on Penn Treebank
Dependency Grammar Induction Unsupervised Dependency Parsing