Audio Deepfake Detection

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Latest papers 195

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. 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)

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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