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Leveraging Pre-trained Language Model for Speech Sentiment Analysis


Jun 11, 2021
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


May 11, 2019
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


Dec 04, 2018
Suwon Shon, Ahmed Ali, James Glass


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


Nov 27, 2018
Suwon Shon, Tae-Hyun Oh, James Glass


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Unsupervised Representation Learning of Speech for Dialect Identification


Sep 12, 2018
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


Sep 12, 2018
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


Aug 28, 2017
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


Feb 06, 2017
Suwon Shon, Hanseok Ko

* SRE16, NIST SRE 2016 system description 

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KU-ISPL Language Recognition System for NIST 2015 i-Vector Machine Learning Challenge


Sep 21, 2016
Suwon Shon, Seongkyu Mun, John H. L. Hansen, Hanseok Ko


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