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RNN Transducer Models For Spoken Language Understanding


Apr 08, 2021
Samuel Thomas, Hong-Kwang J. Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory

* To appear in the proceedings of ICASSP 2021 

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End-to-End Spoken Language Understanding Without Full Transcripts


Sep 30, 2020
Hong-Kwang J. Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis Lastras

* 5 pages, to be published in Interspeech 2020 

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English Broadcast News Speech Recognition by Humans and Machines


Apr 30, 2019
Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltan Tuske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko

* \copyright 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation


Apr 17, 2019
Gakuto Kurata, Kartik Audhkhasi

* Submitted to Interspeech 2019 

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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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English Conversational Telephone Speech Recognition by Humans and Machines


Mar 06, 2017
George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall


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Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling


Aug 31, 2016
Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu

* Accepted in EMNLP 2016 

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