Human language technologies

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

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Published Date

Publication

Scalable Training of Deep Learning Machines by Incremental Block Training with Intra-block Parallel Optimization and Blockwise Model-Update Filtering

Kai Chen, Qiang Huo

ICASSP-2016 | March 2016

Publication

Parallelizing WFST Speech Decoders

Charith Mendis, Jasha Droppo, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Geoffrey Zweig

ICASSP 2016 | March 2016

Publication

Linearly Augmented Deep Neural Network

Pegah Ghahremani, Jasha Droppo, Mike Seltzer

ICASSP 2016 | March 2016

Publication

Exploiting LSTM Structure in Deep Neural Networks for Speech Recognition

Tianxing He, Jasha Droppo

ICASSP 2016 | March 2016

Publication

BBookX: Building Online Open Books for Personalized Learning

Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles

AAAI Conference on Artificial Intelligence | March 2016

Publication

F0 estimation for noisy speech by exploring temporal harmonic structures in local time frequency spectrum segment

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | March 2016

Publication

A Diversity-Promoting Objective Function for Neural Conversation Models

Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan

Proc. of NAACL-HLT | March 2016

Project Project Project Project

Publication

Recurrent Support Vector Machines for Speech Recognition

Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong

ICASSP | March 2016

ICASSP

Publication

Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models

Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He

IEEE ICASSP | March 2016

Project

Publication

A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification

Suman Ravuri, Andreas Stolcke

Proc. IEEE ICASSP | March 2016

Proc. IEEE ICASSP

Project Project Project