Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks

19 July 2021

Papers citing "Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks"

20 / 20 papers shown

Title
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 73 29 0 01 Jun 2021
Adversarial defense for automatic speaker verification by cascaded self-supervised learning models Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML 68 40 0 14 Feb 2021
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech A. Nautsch Xin Wang Nicholas W. D. Evans Tomi Kinnunen Ville Vestman Massimiliano Todisco Héctor Delgado Md. Sahidullah Junichi Yamagishi Kong Aik Lee 168 152 0 11 Feb 2021
Replay and Synthetic Speech Detection with Res2net Architecture Xu Li Na Li Chao Weng Xunying Liu Dan Su Dong Yu Helen Meng 81 162 0 28 Oct 2020
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 68 219 0 27 Oct 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 61 37 0 11 Jun 2020
The Attacker's Perspective on Automatic Speaker Verification: An Overview Rohan Kumar Das Xiaohai Tian Tomi Kinnunen Haizhou Li AAML 53 80 0 19 Apr 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
Adversarial Attacks on GMM i-vector based Speaker Verification Systems Xu Li Jinghua Zhong Xixin Wu Jianwei Yu Xunying Liu Helen Meng AAML 58 79 0 08 Nov 2019
The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion Weicheng Cai Haiwei Wu Danwei Cai Ming Li 42 53 0 05 Jul 2019
Deep Residual Neural Networks for Audio Spoofing Detection M. Alzantot Ziqi Wang Mani B. Srivastava 63 169 0 30 Jun 2019
Voice Mimicry Attacks Assisted by Automatic Speaker Verification Ville Vestman Tomi Kinnunen Rosa González Hautamäki Md. Sahidullah 56 37 0 03 Jun 2019
STC Antispoofing Systems for the ASVspoof2019 Challenge G. Lavrentyeva Sergey Novoselov Andzhukaev Tseren Marina Volkova Artem Gorlanov Alexander Kozlov 94 248 0 11 Apr 2019
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection Massimiliano Todisco Xin Wang Ville Vestman Md. Sahidullah Héctor Delgado A. Nautsch Junichi Yamagishi Nicholas W. D. Evans Tomi Kinnunen Kong Aik Lee 74 616 0 09 Apr 2019
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks Cheng-I Jeff Lai Nanxin Chen Jesús Villalba Najim Dehak AAML 58 160 0 01 Apr 2019
Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection Tomi Kinnunen Rosa González Hautamäki Ville Vestman Md. Sahidullah 54 5 0 09 Nov 2018
A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing Bhusan Chettri Saumitra Mishra Bob L. T. Sturm Emmanouil Benetos AAML 19 10 0 22 May 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,557 0 05 Sep 2017
STC Anti-spoofing Systems for the ASVspoof 2015 Challenge Sergey Novoselov Alexander Kozlov G. Lavrentyeva K. Simonchik Vadim Shchemelinin 62 76 0 29 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014