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Extending RNN-T-based speech recognition systems with emotion and language classification


Jul 28, 2022
Zvi Kons, Hagai Aronowitz, Edmilson Morais, Matheus Damasceno, Hong-Kwang Kuo, Samuel Thomas, George Saon

* Accepted for publication in Interspeech 2022 

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A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets


Feb 21, 2022
Zvi Kons, Aharon Satt, Hong-Kwang Kuo, Samuel Thomas, Boaz Carmeli, Ron Hoory, Brian Kingsbury

* \c{opyright} 2022 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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Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs


Apr 07, 2021
Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny, Hong-Kwang Kuo, Samuel Thomas, Edmilson Morais

* Submitted to Interspeech 2021 

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Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems


Oct 08, 2020
Yinghui Huang, Hong-Kwang Kuo, Samuel Thomas, Zvi Kons, Kartik Audhkhasi, Brian Kingsbury, Ron Hoory, Michael Picheny

* 5 pages, published in ICASSP 2020 

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A Recorded Debating Dataset


Mar 27, 2018
Shachar Mirkin, Michal Jacovi, Tamar Lavee, Hong-Kwang Kuo, Samuel Thomas, Leslie Sager, Lili Kotlerman, Elad Venezian, Noam Slonim


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