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LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification

2 November 2022

Papers citing "LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification"

28 / 28 papers shown

Title
Adversarial attacks and defenses in Speaker Recognition Systems: A survey Jiahe Lan Rui Zhang Zheng Yan Jie Wang Yu Chen Ronghui Hou AAML 67 26 0 27 May 2022
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Sonal Joshi Saurabh Kataria Jesus Villalba Najim Dehak AAML 73 7 0 08 Apr 2022
Adversarial Sample Detection for Speaker Verification by Neural Vocoders Haibin Wu Po-Chun Hsu Ji Gao Shanshan Zhang Shen Huang Jian Kang Zhiyong Wu Helen Meng Hung-yi Lee AAML 88 21 0 01 Jul 2021
Voting for the right answer: Adversarial defense for speaker verification Haibin Wu Yang Zhang Zhiyong Wu Dong Wang Hung-yi Lee AAML 72 25 0 15 Jun 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML SSL 90 29 0 01 Jun 2021
Attack on practical speaker verification system using universal adversarial perturbations Weiyi Zhang Shuning Zhao Le Liu Jianmin Li Xingliang Cheng Tianshi Zheng Xiaolin Hu AAML 64 45 0 19 May 2021
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge Arsha Nagrani Joon Son Chung Jaesung Huh Andrew Brown Ernesto Coto Weidi Xie Mitchell McLaren D. Reynolds Andrew Zisserman 47 74 0 12 Dec 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 82 597 0 01 Aug 2020
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification Xu Li Na Li Jinghua Zhong Xixin Wu Xunying Liu Dan Su Dong Yu Helen Meng AAML 66 37 0 11 Jun 2020
Inaudible Adversarial Perturbations for Targeted Attack in Speaker Recognition Qing Wang Pengcheng Guo Lei Xie AAML 76 57 0 21 May 2020
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification Brecht Desplanques Jenthe Thienpondt Kris Demuynck 78 1,346 0 14 May 2020
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model Yi Xie Zhuohang Li Cong Shi Jian-Dong Liu Yingying Chen Bo Yuan AAML 73 69 0 26 Apr 2020
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 72 437 0 26 Mar 2020
Defense against adversarial attacks on spoofing countermeasures of ASV Haibin Wu Songxiang Liu Helen Meng Hung-yi Lee AAML 124 53 0 06 Mar 2020
Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification Zhongxin Bai Xiao-Lei Zhang Jingdong Chen 67 29 0 19 Nov 2019
Adversarial Attacks on GMM i-vector based Speaker Verification Systems Xu Li Jinghua Zhong Xixin Wu Jianwei Yu Xunying Liu Helen Meng AAML 62 79 0 08 Nov 2019
Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems Guangke Chen Sen Chen Lingling Fan Xiaoning Du Zhe Zhao Fu Song Yang Liu AAML 104 197 0 03 Nov 2019
Large Margin Softmax Loss for Speaker Verification Yi Y. Liu Liang He Jia-Wei Liu 58 145 0 06 Apr 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 356 2,287 0 14 Jun 2018
Fooling End-to-end Speaker Verification by Adversarial Examples Felix Kreuk Yossi Adi Moustapha Cissé Joseph Keshet AAML 70 203 0 10 Jan 2018
Generalized End-to-End Loss for Speaker Verification Li Wan Quan Wang Alan Papir Ignacio López Moreno VLM 84 933 0 28 Oct 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 127 2,283 0 26 Jun 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 477 3,148 0 04 Nov 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 282 8,587 0 16 Aug 2016
MUSAN: A Music, Speech, and Noise Corpus David Snyder Guoguo Chen Daniel Povey 90 1,357 0 28 Oct 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,129 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 289 14,968 1 21 Dec 2013
The BOSARIS Toolkit: Theory, Algorithms and Code for Surviving the New DCF Niko Brummer E. D. Villiers 85 204 0 10 Apr 2013