Search Results for author: Daniel Jurafsky

Found 9 papers, 2 papers with code

First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs

4 code implementations12 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.

Language Modelling speech-recognition +1

Building DNN Acoustic Models for Large Vocabulary Speech Recognition

1 code implementation30 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.

speech-recognition Speech Recognition

Event Extraction Using Distant Supervision

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.

Event Extraction Knowledge Base Population +2

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