DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices

28 May 2020

Yang Liu

Papers citing "DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices"

40 / 40 papers shown

Title
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 Fahad Shahbaz Khan Mubarak Shah 89 3 0 29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
Sound Check: Auditing Audio Datasets William Agnew Julia Barnett Annie Chu Rachel Hong Michael Feffer Robin Netzorg Harry H. Jiang Ezra Awumey Sauvik Das 44 1 0 17 Oct 2024
VoiceWukong: Benchmarking Deepfake Voice Detection Ziwei Yan Yanjie Zhao Haoyu Wang 40 1 0 10 Sep 2024
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
An RFP dataset for Real, Fake, and Partially fake audio detection Abdulazeez Alali George Theodorakopoulos 32 2 0 26 Apr 2024
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning Hao Wu Jing Chen Ruiying Du Cong Wu Kun He Xingcan Shang Hao Ren Guowen Xu AAML 49 8 0 24 Apr 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 46 17 0 22 Apr 2024
Detecting Voice Cloning Attacks via Timbre Watermarking Chang-rui Liu Jie Zhang Tianwei Zhang Xi Yang Weiming Zhang Neng H. Yu 28 28 0 06 Dec 2023
MFAAN: Unveiling Audio Deepfakes with a Multi-Feature Authenticity Network Karthik Sivarama Krishnan Koushik Sivarama Krishnan 21 5 0 06 Nov 2023
Audio Deepfake Detection: A Survey Jiangyan Yi Chenglong Wang J. Tao Xiaohui Zhang Chu Yuan Zhang Yan Zhao 38 43 0 29 Aug 2023
The Ethical Implications of Generative Audio Models: A Systematic Literature Review J. Barnett 29 25 0 07 Jul 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar M. Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 37 32 0 22 May 2023
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Siwei Lyu 32 38 0 25 Apr 2023
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
Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Ehab AlBadawy Siwei Lyu 130 3 0 18 Feb 2023
Deep Fake Detection, Deterrence and Response: Challenges and Opportunities Amin Azmoodeh Ali Dehghantanha 42 2 0 26 Nov 2022
SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection Jiangyan Yi Chenglong Wang J. Tao Chu Yuan Zhang Cunhang Fan Zhengkun Tian Haoxin Ma Ruibo Fu 27 14 0 11 Nov 2022
Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture Lei Wang Benedict Yeoh Jun Wah Ng 40 7 0 07 Oct 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
Defend Data Poisoning Attacks on Voice Authentication Ke Li Cameron Baird D. Lin AAML 41 9 0 09 Sep 2022
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls Yisroel Mirsky 30 2 0 17 Aug 2022
Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations Run Wang Zi-Shun Huang Zhikai Chen Li Liu Jing Chen Lina Wang AAML 22 47 0 01 Jun 2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge Jiangyan Yi Ruibo Fu J. Tao Shuai Nie Haoxin Ma ... Le Xu Zhengqi Wen Haizhou Li Zheng Lian Bin Liu 9 174 0 17 Feb 2022
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations Hyeong-Seok Choi Juheon Lee W. Kim Jie Hwan Lee Hoon Heo Kyogu Lee 37 150 0 27 Oct 2021
Storage and Authentication of Audio Footage for IoAuT Devices Using Distributed Ledger Technology Srivatsav Chenna Nils Peters 16 1 0 17 Oct 2021
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World Emily Wenger Max Bronckers Christian Cianfarani Jenna Cryan Angela Sha Haitao Zheng Ben Y. Zhao AAML 35 39 0 20 Sep 2021
Automated Deepfake Detection Ping Liu Yuewei Lin Yang He Yunchao Wei Liangli Zhen Joey Tianyi Zhou Rick Siow Mong Goh Jingen Liu 23 6 0 20 Jun 2021
NVC-Net: End-to-End Adversarial Voice Conversion Bac Nguyen Cong Fabien Cardinaux AAML 37 41 0 02 Jun 2021
Half-Truth: A Partially Fake Audio Detection Dataset Jiangyan Yi Ye Bai J. Tao Haoxin Ma Zhengkun Tian Chenglong Wang Tao Wang Ruibo Fu 16 82 0 08 Apr 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 33 130 0 27 Feb 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward Momina Masood M. Nawaz K. Malik A. Javed Aun Irtaza AAML 123 297 0 25 Feb 2021
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking Run Wang Felix Juefei Xu Mengqing Luo Yang Liu Lina Wang 38 72 0 21 Sep 2020
Adversarial Exposure Attack on Diabetic Retinopathy Imagery Yupeng Cheng Felix Juefei Xu Qing-Wu Guo Huazhu Fu Xiaofei Xie Shang-Wei Lin Weisi Lin Yang Liu AAML MedIm 15 0 0 19 Sep 2020
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering Yihao Huang Felix Juefei Xu Qing-Wu Guo Yang Liu G. Pu 33 20 0 19 Sep 2020
Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack Yupeng Cheng Qing-Wu Guo Felix Juefei Xu Wei Feng Shang-Wei Lin Weisi Lin Yang Liu AAML 35 46 0 14 Jul 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing-Wu Guo Felix Juefei Xu Xiaofei Xie L. Ma Wei Feng Yang Liu Jianjun Zhao CVBM 33 198 0 13 Jun 2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction Yihao Huang Felix Juefei Xu Run Wang Qing-Wu Guo L. Ma Xiaofei Xie Jianwen Li Weikai Miao Yang Liu G. Pu 21 70 0 13 Jun 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 27 67 0 27 Jan 2020
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016