Audio Deepfake Detection

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Latest papers 197

29 papers in the last four weeks, up 71% on the four weeks before. 0.2% of all new papers.

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  1. X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection

    Mar 9, 2026Youngseo Kim, Kwan Yun, Seokhyeon Hong +3Deepfake DetectionAudio Deepfake Detection

    Visual Media Lab, KAIST

  2. Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations

    Mar 9, 2026Urawee Thani, Gagandeep Singh, Priyanka SinghAudio Deepfake DetectionUnsupervised Domain Adaptation

  3. Word-Anchored Temporal Forgery Localization

    Mar 6, 2026Tianyi Wang, Xi Shao, Harry Cheng +2Audio Deepfake DetectionDeepfake Detection

    National University of Singapore · Nanjing University of Posts and Telecommunications · Qilu University of Technology (Shandong Academy of Sciences)

  4. Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR

    Mar 6, 2026Ajinkya Kulkarni, Sandipana Dowerah, Atharva Kulkarni +2Audio Deepfake DetectionDomain Generalization

    Idiap Research Institute, Switzerland · Tallinn University of Technology, Estonia · MBZUAI, UAE

  5. ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection

    Mar 6, 2026Daixian Li, Jun Xue, Zhuolin Yi +4Audio Deepfake Detection

    School of Cyber Science and Engineering, Wuhan University

  6. The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights

    Mar 5, 2026Han Yin, Yang Xiao, Rohan Kumar Das +2Audio Deepfake DetectionAudio Understanding

    School of Electrical Engineering, KAIST, Daejeon, Republic of Korea · University of Melbourne, Australia · Fortemedia Singapore, Singapore +2

  7. When Spoof Detectors Travel: Evaluation Across 66 Languages in the Low-Resource Language Spoofing Corpus

    Mar 2, 2026Kirill Borodin, Vasiliy Kudryavtsev, Maxim Maslov +2Audio Deepfake DetectionSpeech Processing

    lab260, Moscow Technical University of Communications and Informatics, Russia · BitmanagerAI, UAE

  8. A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection

    Mar 2, 2026Hashim Ali, Nithin Sai Adupa, Surya Subramani +1Audio Deepfake DetectionDeepfake Detection

    Electrical and Computer Engineering, University of Michigan, 4901 Evergreen Rd, Dearborn, MI 48128, USA

  9. Deepfake Word Detection by Next-token Prediction using Fine-tuned Whisper

    Feb 26, 2026Hoan My Tran, Xin Wang, Wanying Ge +2Audio Deepfake DetectionSpeech Foundation Models

    Université de Rennes, France · National Institute of Informatics, Japan

  10. Leveraging large multimodal models for audio-video deepfake detection: a pilot study

    Feb 25, 2026Songjun Cao, Yuqi Li, Yunpeng Luo +2Deepfake DetectionAudio Deepfake Detection

    Tencent YouTu Lab, China · Tencent Youtu Lab, China · Fudan University, China

  11. Assessing the Impact of Speaker Identity in Speech Spoofing Detection

    Feb 24, 2026Anh-Tuan Dao, Driss Matrouf, Nicholas EvansAudio Deepfake DetectionInvariant Representation Learning

    Laboratoire d’informatique d’Avignon, France · EURECOM, Sophia Antipolis, France

  12. How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection

    Feb 18, 2026Yixuan Xiao, Florian Lux, Alejandro Pérez-González-de-Martos +1Audio Deepfake DetectionASVspoof

    University of Stuttgart, Institute for Natural Language Processing, Germany · AppTek GmbH, Germany

  13. WaveScat: Wavelet Scattering Front-Ends with Self-Supervised Features for Speech Deepfake Detection

    Feb 3, 2026Xi Xuan, Davide Carbone, Wenxin Zhang +1Audio Deepfake DetectionWavelet Methods

    Computational Speech Group at the University of Eastern Finland · Laboratoire de Physique de l’Ecole Normale Sup´erieure, Universit´e PSL, CNRS, Sorbonne Universit´e, Universit´e de Paris · School of Computer Science and Technology at the University of Chinese Academy of Sciences and the Department of Mathematics at the University of Toronto

  14. EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge

    Dec 23, 2025Xiaoxuan Guo, Hengyan Huang, Jiayi Zhou +5Audio Deepfake Detection

    State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China · Machine Intelligence, Ant Group, Shanghai, China · Key Laboratory of Media Audio & Video, Ministry of Education, Communication University of China, Beijing, China

  15. Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems

    Sep 9, 2025Kamel Kamel, Hridoy Sankar Dutta, Keshav Sood +1Audio Deepfake DetectionSpeaker Verification

    School of Information Technology, Deakin University, Australia

  16. Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption

    Mar 21, 2025Xiang Li, Pin-Yu Chen, Wenqi WeiAudio Deepfake DetectionSpeech Foundation Models

    Fordam University New York City, New York, USA · IBM Research Yorktown Heights, New York, USA · Fordham University New York City, New York, USA

  17. Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook

    Nov 29, 2024Florinel-Alin Croitoru, Andrei-Iulian Hiji, Vlad Hondru +7Audio Deepfake DetectionDeepfake Detection

    Department of Computer Science, University of Bucharest, Romania · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE · Department of Computer Science, University of Central Florida, Orlando, US