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Characterizing the adversarial vulnerability of speech self-supervised learning


Nov 08, 2021
Haibin Wu, Bo Zheng, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng


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Spotting adversarial samples for speaker verification by neural vocoders


Jul 02, 2021
Haibin Wu, Po-chun Hsu, Ji Gao, Shanshan Zhang, Shen Huang, Jian Kang, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Submitted to ASRU 2021 

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Voting for the right answer: Adversarial defense for speaker verification


Jun 15, 2021
Haibin Wu, Yang Zhang, Zhiyong Wu, Dong Wang, Hung-yi Lee

* Accepted by Interspeech 2021. Code is available at https://github.com/thuhcsi/adsv_voting 

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Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning


Jun 14, 2021
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Submitted to TASLP on 19 April 2021 

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Adversarial Defense for Automatic Speaker Verification by Self-Supervised Learning


Jun 01, 2021
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Submitted to TASLP on 03 May 2021 

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Tackling Variabilities in Autonomous Driving


Apr 21, 2021
Yuqiong Qi, Yang Hu, Haibin Wu, Shen Li, Haiyu Mao, Xiaochun Ye, Dongrui Fan, Ninghui Sun


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RIIT: Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning


Mar 01, 2021
Jian Hu, Haibin Wu, Seth Austin Harding, Siyang Jiang, Shih-wei Liao

* fix errors 

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Adversarial defense for automatic speaker verification by cascaded self-supervised learning models


Feb 14, 2021
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee

* Accepted to ICASSP 2021 

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Hyperparameter Tricks in Multi-Agent Reinforcement Learning: An Empirical Study


Feb 06, 2021
Jian Hu, Haibin Wu, Seth Austin Harding, Shih-wei Liao


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QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning


Sep 28, 2020
Jian Hu, Seth Austin Harding, Haibin Wu, Shih-wei Liao

* There are some important errors in the experiment of this article... I will re-experiment and change the content and title extensively 

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Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning


Jun 05, 2020
Haibin Wu, Andy T. Liu, Hung-yi Lee


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Defense against adversarial attacks on spoofing countermeasures of ASV


Mar 06, 2020
Haibin Wu, Songxiang Liu, Helen Meng, Hung-yi Lee

* Accepted by ICASSP 2020 

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Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification


Oct 19, 2019
Songxiang Liu, Haibin Wu, Hung-yi Lee, Helen Meng

* Accepted for ASRU 2019 

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