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On the Use of External Data for Spoken Named Entity Recognition



Ankita Pasad , Felix Wu , Suwon Shon , Karen Livescu , Kyu J. Han


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SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech



Suwon Shon , Ankita Pasad , Felix Wu , Pablo Brusco , Yoav Artzi , Karen Livescu , Kyu J. Han

* Toolkit link https://github.com/asappresearch/slue-toolkit 

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Leveraging Pre-trained Language Model for Speech Sentiment Analysis



Suwon Shon , Pablo Brusco , Jing Pan , Kyu J. Han , Shinji Watanabe

* To appear in Interspeech 2021 

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Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification



Achintya kr. Sarkar , Zheng-Hua Tan , Hao Tang , Suwon Shon , James Glass

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2019 
* Copyright (c) 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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Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain



Suwon Shon , Ahmed Ali , James Glass


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Noise-tolerant Audio-visual Online Person Verification using an Attention-based Neural Network Fusion



Suwon Shon , Tae-Hyun Oh , James Glass


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Unsupervised Representation Learning of Speech for Dialect Identification



Suwon Shon , Wei-Ning Hsu , James Glass

* Accepted at SLT 2018 

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Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end model



Suwon Shon , Hao Tang , James Glass

* Accepted at SLT 2018; Supplement materials: https://people.csail.mit.edu/swshon/supplement/slt18.html 

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MIT-QCRI Arabic Dialect Identification System for the 2017 Multi-Genre Broadcast Challenge



Suwon Shon , Ahmed Ali , James Glass

* Submitted to the 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2017) 

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KU-ISPL Speaker Recognition Systems under Language mismatch condition for NIST 2016 Speaker Recognition Evaluation



Suwon Shon , Hanseok Ko

* SRE16, NIST SRE 2016 system description 

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