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Abhinav Sethy

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

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* 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

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* ASRU 2019

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Knowledge Distillation in Document Retrieval

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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 32 pages, 10 figures

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