Title
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection Yasaman Ahmadiadli Xiao-Ping Zhang Naimul Khan 31 0 0 10 May 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Yassine El Kheir Youness Samih Suraj Maharjan Tim Polzehl Sebastian Möller 73 1 0 05 Feb 2025
Region-Based Optimization in Continual Learning for Audio Deepfake Detection Yujie Chen Jiangyan Yi Cunhang Fan J. Tao Yong Ren ... Hao Gu Jun Xue Chenglong Wang Zhao Lv Xiaohui Zhang 83 0 0 16 Dec 2024
Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis Zhoulin Ji Chenhao Lin Hang Wang Chao Shen 110 0 0 12 Dec 2024
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
ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection Zahra Khanjani Christine Mallinson James Foulds V. P Janeja 19 0 0 21 Oct 2024
Leveraging Mixture of Experts for Improved Speech Deepfake Detection Viola Negroni Davide Salvi Alessandro Ilic Mezza Paolo Bestagini Stefano Tubaro MoE 22 4 0 24 Sep 2024
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis Lauri Juvela Xin Eric Wang 34 3 0 20 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 65 1 0 18 Sep 2024
SpMis: An Investigation of Synthetic Spoken Misinformation Detection Peizhuo Liu Li Wang Renqiang He Haorui He Lei Wang Huadi Zheng Jie Shi Tong Xiao Zhizheng Wu 37 1 0 17 Sep 2024
1M-Deepfakes Detection Challenge Zhixi Cai Abhinav Dhall Shreya Ghosh Munawar Hayat D. Kollias Kalin Stefanov Usman Tariq 42 1 0 11 Sep 2024
VoiceWukong: Benchmarking Deepfake Voice Detection Ziwei Yan Yanjie Zhao Haoyu Wang 40 1 0 10 Sep 2024
Spoofing-Aware Speaker Verification Robust Against Domain and Channel Mismatches Chang Zeng Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi AAML 43 0 0 10 Sep 2024
A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection Xuechen Liu Xin Wang Junichi Yamagishi 35 0 0 26 Aug 2024
Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals Viola Negroni Davide Salvi Paolo Bestagini Stefano Tubaro 31 3 0 25 Aug 2024
ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge Juan M. Martín-Donas Eros Roselló A. Gómez Aitor Álvarez Iván López-Espejo Antonio M. Peinado 35 0 0 19 Aug 2024
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild Jiangyan Yi Chu Yuan Zhang Jianhua Tao Chenglong Wang Xinrui Yan Yong Ren Hao Gu Junzuo Zhou 52 1 0 09 Aug 2024
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism Jiafeng Zhong Bin Li Jiangyan Yi 29 1 0 31 Jul 2024
Advancing Continual Learning for Robust Deepfake Audio Classification Feiyi Dong Qingchen Tang Yichen Bai Zihan Wang 32 3 0 14 Jul 2024
An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio Siding Zeng Jiangyan Yi Jianhua Tao Yujie Chen Shan Liang Yong Ren Xiaohui Zhang 41 0 0 11 Jul 2024
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models Lam Pham Phat Lam Truong Nguyen Huyen Nguyen Alexander Schindler 41 7 0 01 Jul 2024
A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection Kyungbok Lee You Zhang Zhiyao Duan 27 0 0 20 Jun 2024
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio Yi Lu Yuankun Xie Ruibo Fu Zhengqi Wen Jianhua Tao ... Xuefei Liu Yongwei Li Yukun Liu Xiaopeng Wang Shuchen Shi 51 1 0 12 Jun 2024
FakeSound: Deepfake General Audio Detection Zeyu Xie Baihan Li Xuenan Xu Zheng Liang Kai Yu Mengyue Wu 33 2 0 12 Jun 2024
Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Lin Zhang Xin Wang Erica Cooper Mireia Díez Federico Landini Nicholas W. D. Evans Junichi Yamagishi 36 0 0 12 Jun 2024
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems Haibin Wu Yuan Tseng Hung-yi Lee AuLLM 32 6 0 11 Jun 2024
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 47 16 0 10 Jun 2024
Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy Yuankun Xie Ruibo Fu Zhengqi Wen Zhiyong Wang Xiaopeng Wang Haonnan Cheng Long Ye Jianhua Tao 46 2 0 05 Jun 2024
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 36 7 0 04 Jun 2024
The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio Yuankun Xie Yi Lu Ruibo Fu Zhengqi Wen Zhiyong Wang ... Xiaopeng Wang Yukun Liu Haonan Cheng Long Ye Yi Sun 47 15 0 08 May 2024
An RFP dataset for Real, Fake, and Partially fake audio detection Abdulazeez Alali George Theodorakopoulos 37 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 52 8 0 24 Apr 2024
Every Breath You Don't Take: Deepfake Speech Detection Using Breath Seth Layton Thiago De Andrade Daniel Olszewski Kevin Warren Kevin R. B. Butler Patrick Traynor 34 4 0 23 Apr 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 48 17 0 22 Apr 2024
Cross-Domain Audio Deepfake Detection: Dataset and Analysis Yuang Li Min Zhang Mengxin Ren Miaomiao Ma Daimeng Wei Hao Yang 43 3 0 07 Apr 2024
A robust audio deepfake detection system via multi-view feature Yujie Yang Haochen Qin Hang Zhou Chengcheng Wang Tianyu Guo Kai Han Yunhe Wang 40 27 0 04 Mar 2024
Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence Mahsa Salehi Kalin Stefanov Ehsan Shareghi 27 0 0 22 Feb 2024
A New Approach to Voice Authenticity Nicolas M. Muller Piotr Kawa Shen Hu Matthias Neu Jennifer Williams Philip Sperl Konstantin Böttinger 39 4 0 09 Feb 2024
Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content Davide Salvi Temesgen Semu Balcha Paolo Bestagini Stefano Tubaro 49 6 0 08 Feb 2024
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space Xuechen Liu Md. Sahidullah K. Lee Tomi Kinnunen AAML 39 7 0 20 Jan 2024
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion Zhichao Wang Yuan-Jui Chen Xinsheng Wang Lei Xie Yuping Wang 22 6 0 19 Jan 2024
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
Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection Lian Huang Chi-Man Pun 23 4 0 11 Jan 2024
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection Xiaohui Zhang Jiangyan Yi Chenglong Wang Chuyuan Zhang Siding Zeng Jianhua Tao 57 25 0 15 Dec 2023
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Zhixi Cai Shreya Ghosh Aman Pankaj Adatia Munawar Hayat Abhinav Dhall Kalin Stefanov 21 27 0 26 Nov 2023
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection Cunhang Fan Mingming Ding Jianhua Tao Ruibo Fu Jiangyan Yi Zhengqi Wen Zhao Lv 39 4 0 13 Oct 2023
Collaborative Watermarking for Adversarial Speech Synthesis Lauri Juvela Xin Wang 34 13 0 26 Sep 2023
The Impact of Silence on Speech Anti-Spoofing Yuxiang Zhang Zhuo Li Jingze Lu Hua Hua Wenchao Wang Pengyuan Zhang 40 19 0 21 Sep 2023
Distinguishing Neural Speech Synthesis Models Through Fingerprints in Speech Waveforms Chu Yuan Zhang Jiangyan Yi Jianhua Tao Chenglong Wang Xinrui Yan 15 2 0 13 Sep 2023