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

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
ArXivPDFHTML

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

50 / 79 papers shown
Title
$\mathcal{A}LLM4ADD$: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
ALLM4ADD\mathcal{A}LLM4ADDALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
Hao Gu
Jiangyan Yi
Chenglong Wang
Jianhua Tao
Zheng Lian
Jiayi He
Yong Ren
Yujie Chen
Zhengqi Wen
12
0
0
16 May 2025
FauForensics: Boosting Audio-Visual Deepfake Detection with Facial Action Units
FauForensics: Boosting Audio-Visual Deepfake Detection with Facial Action Units
Jian Wang
Baoyuan Wu
Li Liu
Qingshan Liu
AAML
36
0
0
13 May 2025
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
Yasaman Ahmadiadli
Xiao-Ping Zhang
Naimul Khan
31
0
0
10 May 2025
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning
Ju Yeon Kang
J. Yoon
Semin Kim
Min Hyun Han
Nam Soo Kim
29
0
0
22 Apr 2025
Measuring the Robustness of Audio Deepfake Detectors
Measuring the Robustness of Audio Deepfake Detectors
Xiang Li
Pin-Yu Chen
Wenqi Wei
38
0
0
21 Mar 2025
From Audio Deepfake Detection to AI-Generated Music Detection -- A
  Pathway and Overview
From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview
Yupei Li
M. Milling
Lucia Specia
Björn Schuller
89
6
0
30 Nov 2024
Parallel Stacked Aggregated Network for Voice Authentication in
  IoT-Enabled Smart Devices
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices
Awais Khan
Ijaz Ul Haq
K. Malik
71
0
0
29 Nov 2024
Deepfake Media Generation and Detection in the Generative AI Era: A
  Survey and Outlook
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Florinel-Alin Croitoru
Andrei Iulian Hiji
Vlad Hondru
Nicolae-Cătălin Ristea
Paul Irofti
Marius Popescu
Cristian Rusu
Radu Tudor Ionescu
F. Khan
Mubarak Shah
89
3
0
29 Nov 2024
Robust AI-Synthesized Speech Detection Using Feature Decomposition
  Learning and Synthesizer Feature Augmentation
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation
Kuiyuan Zhang
Zhongyun Hua
Yushu Zhang
Yifang Guo
Tao Xiang
29
0
0
14 Nov 2024
Can DeepFake Speech be Reliably Detected?
Can DeepFake Speech be Reliably Detected?
Hongbin Liu
Youzheng Chen
Arun Narayanan
Athula Balachandran
Pedro J. Moreno
Lun Wang
AAML
35
1
0
09 Oct 2024
Augmentation through Laundering Attacks for Audio Spoof Detection
Augmentation through Laundering Attacks for Audio Spoof Detection
Hashim Ali
Surya Subramani
Hafiz Malik
26
0
0
01 Oct 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection
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
56
3
0
23 Sep 2024
VoiceWukong: Benchmarking Deepfake Voice Detection
VoiceWukong: Benchmarking Deepfake Voice Detection
Ziwei Yan
Yanjie Zhao
Haoyu Wang
40
1
0
10 Sep 2024
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL
  Features and Additional Regularization for the ASVspoof 2024 Challenge
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
Kirill Borodin
Vasiliy Kudryavtsev
Dmitrii Korzh
Alexey Efimenko
Grach Mkrtchian
Mikhail Gorodnichev
Oleg Y. Rogov
49
1
0
30 Aug 2024
Query-by-Example Keyword Spotting Using Spectral-Temporal Graph
  Attentive Pooling and Multi-Task Learning
Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning
Zhenyu Wang
Shuyu Kong
Li Wan
Biqiao Zhang
Yiteng Huang
Mumin Jin
Ming Sun
Xin Lei
Zhaojun Yang
31
0
0
27 Aug 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via
  Meta-Learning and Disentangled Training With Adversarial Examples
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples
Zhenyu Wang
John H. L. Hansen
AAML
35
1
0
23 Aug 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake
  Detection
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
Yi Zhu
Surya Koppisetti
Trang Tran
Gaurav Bharaj
52
9
0
26 Jul 2024
Targeted Augmented Data for Audio Deepfake Detection
Targeted Augmented Data for Audio Deepfake Detection
Marcella Astrid
Enjie Ghorbel
Djamila Aouada
AAML
31
0
0
10 Jul 2024
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech
  Detection
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech Detection
Zhenchun Lei
Hui Yan
Changhong Liu
Yong Zhou
Minglei Ma
42
2
0
02 Jul 2024
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake
  Detection
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
Hyun Myung Kim
Kangwook Jang
Hoirin Kim
39
5
0
24 Jun 2024
Phoneme Discretized Saliency Maps for Explainable Detection of
  AI-Generated Voice
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
Shubham Gupta
Mirco Ravanelli
Pascal Germain
Cem Subakan
FAtt
45
3
0
14 Jun 2024
Interpretable Temporal Class Activation Representation for Audio
  Spoofing Detection
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection
Menglu Li
Xiao-Ping Zhang
49
1
0
13 Jun 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake
  Detection
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection
Yujie Chen
Jiangyan Yi
Jun Xue
Chenglong Wang
Xiaohui Zhang
Shunbo Dong
Siding Zeng
Jianhua Tao
Lv Zhao
Cunhang Fan
Mamba
44
16
0
10 Jun 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake
  Audio Detection
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
36
4
0
05 Jun 2024
Harder or Different? Understanding Generalization of Audio Deepfake
  Detection
Harder or Different? Understanding Generalization of Audio Deepfake Detection
Nicolas M. Muller
Nicholas W. D. Evans
Hemlata Tak
Philip Sperl
Konstantin Böttinger
27
3
0
05 Jun 2024
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale
  Pre-Trained Models
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models
Alessandro Pianese
D. Cozzolino
Giovanni Poggi
L. Verdoliva
43
5
0
03 May 2024
An RFP dataset for Real, Fake, and Partially fake audio detection
An RFP dataset for Real, Fake, and Partially fake audio detection
Abdulazeez Alali
George Theodorakopoulos
32
2
0
26 Apr 2024
Audio Anti-Spoofing Detection: A Survey
Audio Anti-Spoofing Detection: A Survey
Menglu Li
Yasaman Ahmadiadli
Xiao-Ping Zhang
46
17
0
22 Apr 2024
Exploring Green AI for Audio Deepfake Detection
Exploring Green AI for Audio Deepfake Detection
Subhajit Saha
Md Sahidullah
Swagatam Das
32
6
0
21 Mar 2024
Experimental Study: Enhancing Voice Spoofing Detection Models with
  wav2vec 2.0
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0
Taein Kang
Soyul Han
Sunmook Choi
Jaejin Seo
Sanghyeok Chung
Seungeun Lee
Seungsang Oh
Il-Youp Kwak
41
8
0
27 Feb 2024
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset
Nicolas M. Muller
Piotr Kawa
Wei Herng Choong
Edresson Casanova
Eren Golge
Thorsten Muller
P. Syga
Philip Sperl
Konstantin Böttinger
42
35
0
17 Jan 2024
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech
  Detection
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection
Cunhang Fan
Mingming Ding
Jianhua Tao
Ruibo Fu
Jiangyan Yi
Zhengqi Wen
Zhao Lv
37
4
0
13 Oct 2023
Synthetic Speech Detection Based on Temporal Consistency and
  Distribution of Speaker Features
Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features
Yuxiang Zhang
Zhuo Li
Jingze Lu
Zonghan Li
Pengyuan Zhang
39
0
0
29 Sep 2023
The Impact of Silence on Speech Anti-Spoofing
The Impact of Silence on Speech Anti-Spoofing
Yuxiang Zhang
Zhuo Li
Jingze Lu
Hua Hua
Wenchao Wang
Pengyuan Zhang
37
19
0
21 Sep 2023
Bridging the Spoof Gap: A Unified Parallel Aggregation Network for Voice
  Presentation Attacks
Bridging the Spoof Gap: A Unified Parallel Aggregation Network for Voice Presentation Attacks
Awais Khan
K. Malik
16
0
0
19 Sep 2023
Frame-to-Utterance Convergence: A Spectra-Temporal Approach for Unified
  Spoofing Detection
Frame-to-Utterance Convergence: A Spectra-Temporal Approach for Unified Spoofing Detection
Awais Khan
K. Malik
Shah Nawaz
18
7
0
18 Sep 2023
Timbre-reserved Adversarial Attack in Speaker Identification
Timbre-reserved Adversarial Attack in Speaker Identification
Qing Wang
Jixun Yao
Li Lyna Zhang
Pengcheng Guo
Linfu Xie
AAML
32
4
0
02 Sep 2023
Audio Deepfake Detection: A Survey
Audio Deepfake Detection: A Survey
Jiangyan Yi
Chenglong Wang
J. Tao
Xiaohui Zhang
Chu Yuan Zhang
Yan Zhao
38
43
0
29 Aug 2023
Complex-valued neural networks for voice anti-spoofing
Complex-valued neural networks for voice anti-spoofing
Nicolas M. Muller
Philip Sperl
Konstantin Böttinger
25
14
0
22 Aug 2023
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake
  Speech Detection
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection
Cunhang Fan
Jun Xue
J. Tao
Jiangyan Yi
Chenglong Wang
C. Zheng
Zhao Lv
28
8
0
19 Aug 2023
Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on
  Multi-Order Spectrograms
Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms
Penghui Wen
Kun Hu
Wenxi Yue
Sen Zhang
Wanlei Zhou
Zhiyong Wang
18
9
0
18 Aug 2023
A Unified Framework for Modality-Agnostic Deepfakes Detection
A Unified Framework for Modality-Agnostic Deepfakes Detection
Cai Yu
Peng-Wen Chen
Jiahe Tian
Jin Liu
Jiao Dai
Xi Wang
Yesheng Chai
Shan Jia
Siwei Lyu
Jizhong Han
32
0
0
26 Jul 2023
Pretraining Conformer with ASR or ASV for Anti-Spoofing Countermeasure
Pretraining Conformer with ASR or ASV for Anti-Spoofing Countermeasure
Yikang Wang
Hiromitsu Nishizaki
Ming Li
42
0
0
04 Jul 2023
Malafide: a novel adversarial convolutive noise attack against deepfake
  and spoofing detection systems
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems
Michele Panariello
W. Ge
Hemlata Tak
Massimiliano Todisco
Nicholas W. D. Evans
AAML
32
13
0
13 Jun 2023
Phase perturbation improves channel robustness for speech spoofing
  countermeasures
Phase perturbation improves channel robustness for speech spoofing countermeasures
Yongyi Zang
You Zhang
Z. Duan
19
2
0
06 Jun 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio
  Anti-spoofing
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing
Hye-jin Shim
Jee-weon Jung
Tomi Kinnunen
21
13
0
31 May 2023
Betray Oneself: A Novel Audio DeepFake Detection Model via
  Mono-to-Stereo Conversion
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion
Rui Liu
Jinhua Zhang
Guanglai Gao
Haizhou Li
25
9
0
25 May 2023
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts
Chengzhe Sun
Shan Jia
Shuwei Hou
Siwei Lyu
32
38
0
25 Apr 2023
Learning From Yourself: A Self-Distillation Method for Fake Speech
  Detection
Learning From Yourself: A Self-Distillation Method for Fake Speech Detection
Jun Xue
Cunhang Fan
Jiangyan Yi
Chenglong Wang
Zhengqi Wen
Dan Zhang
Zhao Lv
26
34
0
02 Mar 2023
Catch You and I Can: Revealing Source Voiceprint Against Voice
  Conversion
Catch You and I Can: Revealing Source Voiceprint Against Voice Conversion
Jiangyi Deng
Yanjiao Chen
Yinan Zhong
Qianhao Miao
Xueluan Gong
Wenyuan Xu Zhejiang University
26
8
0
24 Feb 2023
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