Human language technologies

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

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Published Date

Publication

Chapter 3: Hidden Markov Models and the Variants

Li Deng, Dong Yu

Automatic Speech Recognition — A Deep Learning Approach | Published by Springer | 2014

Publication

1-Bit Stochastic Gradient Descent and Application to Data-Parallel Distributed Training of Speech DNNs

Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu

Interspeech 2014 | September 2014

Interspeech 2014

Project

Publication

Neural Network Models for Lexical Addressee Detection

Suman Ravuri, Andreas Stolcke

Proc. Interspeech | September 2014

Proc. Interspeech

Project

Publication

Word-Phrase-Entity Language Models: Getting More Mileage out of N-Grams

Michael Levit, Sarangarajan Parthasarathy, Shuangyu Chang, Andreas Stolcke, Benoît Dumoulin

Proc. Interspeech | September 2014

Publication

Detecting Out-Of-Domain Utterances Addressed to a Virtual Personal Assistant

Gokhan Tur, Anoop Deoras, Dilek Hakkani-Tür

Proceedings of Interspeech | September 2014

Proceedings of Interspeech

Project Project

Publication

Multi-Accent Deep Neural Network Acoustic Model with Accent-Specific Top Layer Using the KLD-Regularized Model Adaptation

Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong

Interspeech 2014 | September 2014

Interspeech 2014

Publication

Beyond Cross-entropy: Towards Better Frame-level Objective Functions For Deep Neural Network Training In Automatic Speech Recognition

Zhen Huang, Jinyu Li, Chao Weng, Chin-Hui Lee

Interspeech | September 2014

Interspeech

Publication

Semantic Web and Linked Big Data Resources for Spoken Language Processing

Dilek Hakkani-Tür, Larry Heck

September 2014

Publication

Inducing Latent Semantic Relations for Structured Distributional Semantics

Sujay Kumar Jauhar, Eduard Hovy

Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014) | August 2014

Publication

Automatic Discovery of Adposition Typology

Rishiraj Saha Roy, Rahul Katare, Niloy Ganguly, Monojit Choudhury

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers | August 2014