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

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

1 June 2021

Haibin Wu

Zhiyong Wu

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

11 / 11 papers shown

Title
Diffusion-Based Adversarial Purification for Speaker Verification Yibo Bai Xiao-Lei Zhang Xuelong Li DiffM 13 2 0 22 Oct 2023
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification Xingqi Chen Jie Wang Xiaoli Zhang Weiqiang Zhang Kunde Yang AAML 18 7 0 02 Nov 2022
Adversarial Speaker Distillation for Countermeasure Model on Automatic Speaker Verification Yen-Lun Liao Xuan-Bo Chen Chung-Che Wang J. Jang AAML 25 8 0 31 Mar 2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion Haibin Wu Lingwei Meng Jiawen Kang Jinchao Li Xu Li Xixin Wu Hung-yi Lee H. Meng 22 8 0 29 Mar 2022
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu H. Meng 22 57 0 19 Jul 2021
Adversarial Sample Detection for Speaker Verification by Neural Vocoders Haibin Wu Po-Chun Hsu Ji Gao Shanshan Zhang Shen Huang Jian Kang Zhiyong Wu H. Meng Hung-yi Lee AAML 12 20 0 01 Jul 2021
Defense against adversarial attacks on spoofing countermeasures of ASV Haibin Wu Songxiang Liu H. Meng Hung-yi Lee AAML 82 52 0 06 Mar 2020
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems Yi Xie Cong Shi Zhuohang Li Jian-Dong Liu Yingying Chen Bo Yuan AAML 71 95 0 04 Mar 2020
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,233 0 14 Jun 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016