End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection

27 July 2021

Papers citing "End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection"

29 / 79 papers shown

Title
Deepfake CAPTCHA: A Method for Preventing Fake Calls Lior Yasur Guy Frankovits Fred M. Grabovski Yisroel Mirsky 35 11 0 08 Jan 2023
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning John H. L. Hansen Zhenyu Wang 32 15 0 17 Nov 2022
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion Yuxiang Zhang Jingze Lu Xingming Wang Zhuo Li Runqiu Xiao Wenchao Wang Ming Li Pengyuan Zhang 46 5 0 13 Oct 2022
SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga 34 14 0 12 Oct 2022
Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward Awais Khan K. Malik James Ryan Mikul Saravanan AAML 43 11 0 02 Oct 2022
Deepfake audio detection by speaker verification Alessandro Pianese D. Cozzolino Giovanni Poggi L. Verdoliva 38 39 0 28 Sep 2022
Open Challenges in Synthetic Speech Detection Luca Cuccovillo Christoforos Papastergiopoulos Anastasios Vafeiadis Artem Yaroshchuk P. Aichroth K. Votis Dimitrios Tzovaras 46 27 0 15 Sep 2022
ConvNeXt Based Neural Network for Audio Anti-Spoofing Qiaowei Ma J. Zhong Yitao Yang Weiheng Liu Yingbo Gao W. W. Ng AAML 44 6 0 14 Sep 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga AAML 41 23 0 27 Jun 2022
Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion Haibin Wu Jiawen Kang Lingwei Meng Yang Zhang Xixin Wu Zhiyong Wu Hung-yi Lee Helen Meng 26 9 0 18 Jun 2022
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion Hye-jin Shim Hemlata Tak Xuechen Liu Hee-Soo Heo Jee-weon Jung ... Héctor Delgado Kong Aik Lee Md. Sahidullah Tomi Kinnunen Nicholas W. D. Evans AAML 39 15 0 21 Apr 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities Chuang Liu Yibing Zhan Jia Wu Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 30 80 0 15 Apr 2022
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Youngsik Eom Yeonghyeon Lee Ji Sub Um Hoi-Rim Kim 32 25 0 04 Apr 2022
A Comparative Study of Fusion Methods for SASV Challenge 2022 Petr Grinberg V. Shikhov AAML 26 2 0 31 Mar 2022
Does Audio Deepfake Detection Generalize? Nicolas M. Muller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 37 138 0 30 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 Helen Meng 22 8 0 29 Mar 2022
Phase-Aware Spoof Speech Detection Based on Res2Net with Phase Network Juntae Kim S. Ban 21 17 0 21 Mar 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 29 8 0 28 Feb 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 34 151 0 24 Feb 2022
The MSXF TTS System for ICASSP 2022 ADD Challenge Chunyong Yang Pengfei Liu Yanli Chen Hongbin Wang Min Liu 13 0 0 27 Jan 2022
SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan Jee-weon Jung Hemlata Tak Hye-jin Shim Hee-Soo Heo Bong-Jin Lee Soo-Whan Chung Hong-Goo Kang Ha-Jin Yu Nicholas W. D. Evans Tomi Kinnunen 50 31 0 25 Jan 2022
Synthetic speech detection using meta-learning with prototypical loss Monisankha Pal Aditya Raikar Ashish Panda Sunil Kumar Kopparapu 23 4 0 24 Jan 2022
A Practical Guide to Logical Access Voice Presentation Attack Detection Xin Wang Junichi Yamagishi AAML 37 10 0 10 Jan 2022
Graph attentive feature aggregation for text-independent speaker verification Hye-jin Shim Ju-Sung Heo Jae-han Park Gareth Lee Ha-Jin Yu 35 16 0 23 Dec 2021
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing Hemlata Tak Madhu R. Kamble J. Patino Massimiliano Todisco Nicholas W. D. Evans 66 102 0 08 Nov 2021
Multi-scale speaker embedding-based graph attention networks for speaker diarisation Youngki Kwon Hee-Soo Heo Jee-weon Jung You Jin Kim Bong-Jin Lee Joon Son Chung 41 18 0 07 Oct 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 153 281 0 04 Oct 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 119 144 0 11 Feb 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,240 0 24 Nov 2016