Hong-Kwang J. Kuo

Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems

Apr 11, 2022
Vishal Sunder, Eric Fosler-Lussier, Samuel Thomas, Hong-Kwang J. Kuo, Brian Kingsbury

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* 5 pages, 2 figures

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Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding

Apr 11, 2022
Vishal Sunder, Samuel Thomas, Hong-Kwang J. Kuo, Jatin Ganhotra, Brian Kingsbury, Eric Fosler-Lussier

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* 5 pages, 1 figure

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Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems

Feb 26, 2022
Samuel Thomas, Hong-Kwang J. Kuo, Brian Kingsbury, George Saon

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* \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. arXiv admin note: text overlap with arXiv:2202.13155

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Integrating Text Inputs For Training and Adapting RNN Transducer ASR Models

Feb 26, 2022
Samuel Thomas, Brian Kingsbury, George Saon, Hong-Kwang J. Kuo

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* \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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Improving End-to-End Models for Set Prediction in Spoken Language Understanding

Jan 28, 2022
Hong-Kwang J. Kuo, Zoltan Tuske, Samuel Thomas, Brian Kingsbury, George Saon

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* ICASSP \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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