Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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Published Date

Publication

An Investigation of Deep Neural Networks for Noise Robust Speech Recognition

Michael Seltzer, Dong Yu, Yongqiang Wang, Mike Seltzer

ICASSP 2013 | January 2013

ICASSP 2013

Publication

Recurrent Neural Networks for Language Understanding

Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu

Interspeech | January 2013

Publication

Improving Cross-Language Information Retrieval by Transliteration Generation and Mining

K. Saravanan, Raghavendra Udupa, A Kumaran

LNCS volume on FIRE-2010 Proceeding | January 2013

Publication

Joint Discriminative Decoding of Word and Semantic Tags for Spoken Language Understanding

Anoop Deoras, Gokhan Tur, Ruhi Sarikaya, Dilek Hakkani-Tür

IEEE Transactions on Audio, Speech, and Language Processing | January 2013

Project

Publication

Using Learner Corpora for Automatic Error Detection and Correction

Michael Gamon, Martin Chodorow, Claudia Leacock, Joel Tetreault

Automatic Treatment and Analysis of Learner Corpus Data | Published by John Benjamins Publishing Company | 2013

Publication

On Presenation at International Conferences

Yu Zheng

January 2013

Publication

Error Back Propagation For Sequence Training Of Context-Dependent Deep Networks For Conversational Speech Transcription

Hang Su, Gang Li, Dong Yu, Frank Seide

ICASSP 2013 | January 2013

Publication

On-time clinical phenotype prediction based on narrative reports

Cosmin A. Bejan, Lucy Vanderwende, Heather L. Evans, Mark M. Wurfel, Meliha Yetisgen-Yildiz

Proceedings of the American Medical Informatics Association Fall Symposium (AMIA’13), Distinguished Paper Award | January 2013

Proceedings of the American Medical Informatics Association Fall Symposium (AMIA'13), Distinguished Paper Award

Distinguished Paper Award

Publication

KL-Divergence Regularized Deep Neural Network Adaptation For Improved Large Vocabulary Speech Recognition

Dong Yu, Kaisheng Yao, Hang Su, Gang Li, Frank Seide

ICASSP 2013 | January 2013

Publication

Two studies on how a typeface congruent with content can enhance onscreen communication

Richard L. Hazlett, Kevin Larson, A. Dawn Shaikh, Barbara S. Chaparo

Information Design Journal | December 2012, Vol 20(3): pp. 207-219