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Improving Device Directedness Classification of Utterances with Semantic Lexical Features


Sep 29, 2020
Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy

* 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 2020, pp. 7859-7863 
* Accepted and Published at ICASSP 2020 

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Label Dependent Deep Variational Paraphrase Generation


Nov 27, 2019
Siamak Shakeri, Abhinav Sethy


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Semi-Supervised Learning for Text Classification by Layer Partitioning


Nov 26, 2019
Alexander Hanbo Li, Abhinav Sethy

* ASRU 2019 

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Knowledge Distillation in Document Retrieval


Nov 11, 2019
Siamak Shakeri, Abhinav Sethy, Cheng Cheng

* Published at Amazon Machine Learning Conference(AMLC) 2019 

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Knowledge Enhanced Attention for Robust Natural Language Inference


Aug 31, 2019
Alexander Hanbo Li, Abhinav Sethy


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Differentiable Greedy Networks


Oct 30, 2018
Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya

* Work in progress and under review 

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Language Modeling with Highway LSTM


Sep 19, 2017
Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy

* to appear in 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2017) 

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End-to-End ASR-free Keyword Search from Speech


Jan 13, 2017
Kartik Audhkhasi, Andrew Rosenberg, Abhinav Sethy, Bhuvana Ramabhadran, Brian Kingsbury

* Published in the IEEE 2017 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), scheduled for 5-9 March 2017 in New Orleans, Louisiana, USA 

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Diverse Embedding Neural Network Language Models


Apr 15, 2015
Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran

* Under review as workshop contribution at ICLR 2015 

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Generalized Ambiguity Decomposition for Understanding Ensemble Diversity


Dec 28, 2013
Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan

* 32 pages, 10 figures 

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