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End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
27 July 2021
Hemlata Tak
Jee-weon Jung
J. Patino
Madhu R. Kamble
Massimiliano Todisco
Nicholas W. D. Evans
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Papers citing
"End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection"
24 / 24 papers shown
Title
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning
Ju Yeon Kang
J. Yoon
Semin Kim
Min Hyun Han
Nam Soo Kim
27
0
0
22 Apr 2025
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection
Lam Pham
Phat Lam
Dat Tran
Hieu Tang
Tin Nguyen
Alexander Schindler
Canh Vu
Alexander Polonsky
Canh Vu
46
3
0
23 Sep 2024
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech Detection
Zhenchun Lei
Hui Yan
Changhong Liu
Yong Zhou
Minglei Ma
29
2
0
02 Jul 2024
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
Shubham Gupta
Mirco Ravanelli
Pascal Germain
Cem Subakan
FAtt
35
3
0
14 Jun 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection
Xiaopeng Wang
Ruibo Fu
Zhengqi Wen
Zhiyong Wang
Yuankun Xie
...
Xuefei Liu
Yongwei Li
Xin Qi
Yi Lu
Shuchen Shi
33
4
0
05 Jun 2024
Harder or Different? Understanding Generalization of Audio Deepfake Detection
Nicolas M. Muller
Nicholas W. D. Evans
Hemlata Tak
Philip Sperl
Konstantin Böttinger
22
3
0
05 Jun 2024
Audio Anti-Spoofing Detection: A Survey
Menglu Li
Yasaman Ahmadiadli
Xiao-Ping Zhang
26
16
0
22 Apr 2024
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing
Hye-jin Shim
Jee-weon Jung
Tomi Kinnunen
9
13
0
31 May 2023
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion
Rui Liu
Jinhua Zhang
Guanglai Gao
Haizhou Li
13
9
0
25 May 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
27
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
34
5
0
13 Oct 2022
SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection
Piotr Kawa
Marcin Plata
P. Syga
19
14
0
12 Oct 2022
Deepfake audio detection by speaker verification
Alessandro Pianese
D. Cozzolino
Giovanni Poggi
L. Verdoliva
10
37
0
28 Sep 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection
Piotr Kawa
Marcin Plata
P. Syga
AAML
34
23
0
27 Jun 2022
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck
Youngsik Eom
Yeonghyeon Lee
Ji Sub Um
Hoi-Rim Kim
14
24
0
04 Apr 2022
A Comparative Study of Fusion Methods for SASV Challenge 2022
Petr Grinberg
V. Shikhov
AAML
19
2
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
15
8
0
29 Mar 2022
Phase-Aware Spoof Speech Detection Based on Res2Net with Phase Network
Juntae Kim
S. Ban
11
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
19
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
19
151
0
24 Feb 2022
Graph attentive feature aggregation for text-independent speaker verification
Hye-jin Shim
Ju-Sung Heo
Jae-han Park
Gareth Lee
Ha-Jin Yu
25
16
0
23 Dec 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
127
279
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
114
141
0
11 Feb 2021
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
231
3,230
0
24 Nov 2016
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