Audio Deepfake Detection

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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. Physics-Aware Deepfake Detection via Distance-Speech Consistency

    Oct 13, 2026Kyeongrae Kim, Kim Sung-Bin, Oh Hyun-Bin +1Deepfake DetectionAudio Deepfake Detection

    School of Electrical Engineering, KAIST, Korea · Dept. of Electrical Engineering, POSTECH, Korea · School of Computing, KAIST, Korea

  2. What Do Deepfake Audio Detectors Hear? From Self-Supervised Models to Audio LLMs

    Oct 13, 2026Wanying Ge, Xin Wang, Junichi YamagishiAudio Deepfake DetectionExplainable Deepfake Detection

    National Institute of Informatics, Chiyoda-ku, Tokyo 101-8430, Japan

  3. Unsupervised Data Drift Monitoring for Deployed Deepfake Speech Detectors

    Oct 12, 2026Lukáš Prokeš, Vojtěch Staněk, Anton Firc +1Distribution Shift DetectionUnsupervised Anomaly Detection

  4. QBFF: Deep Quantum Bottleneck for Automatic Speaker Verification Anti-Spoofing

    Oct 12, 2026Anton Firc, Nouhaila Innan, Vojtěch Staněk +6Audio Deepfake DetectionSpeaker Verification

    eBRAIN Lab, Division of Engineering, New York University Abu Dhabi (NYUAD), Abu Dhabi, UAE · Center for Quantum and Topological Systems (CQTS), NYUAD Research Institute, NYUAD, Abu Dhabi, UAE · SDU Microelectronics, Institute of Mechanical and Electrical Engineering, University of Southern Denmark, Odense, Denmark

  5. Adaptive Compression and Targeted Perturbation: A Unified Framework for Generalized Audio Deepfake Detection

    Oct 12, 2026Jianqiao Cui, Haoxian Zhu, Hanbiao Meng +1Audio Deepfake DetectionCross-Domain Generalization

    Imperial College London, London, UK · Taiyuan University of Technology, Taiyuan, China

  6. MixedTruth: Component-Level Detection of Synthetic Speech and Synthetic Background in Mixed Audio

    Oct 9, 2026Xindong Zheng, Jiashu Zhu, Ke Li +1Audio Deepfake DetectionSpeech Processing

    Vanderbilt University

  7. Detection-Guided Adaptive Purification with Diffusion Models for Robust Audio Deepfake Detection

    Oct 7, 2026Muhammed Salih Kayhan, Qiben YanAudio Deepfake DetectionAdversarial Robustness

    Michigan State University, East Lansing, MI, USA

  8. DuRe-ST: Dual-Relation Spectro-Temporal Modeling for Speech Deepfake Detection

    Oct 7, 2026Shaole Li, Siqing Qin, Youzhi Tu +1Audio Deepfake DetectionASVspoof

    Department of Electrical and Electronic Engineering The Hong Kong Polytechnic University, Hong Kong SAR

  9. Exposing and Mitigating Neural Codec Vulnerabilities in Audio Deepfake Detection

    Oct 5, 2026Abdullah, Awais Khan, Khalid Mahmood MalikNeural Audio CodecsAudio Deepfake Detection

    College of Innovation and Technology University of Michigan-Flint Michigan, USA

  10. BabelFake: A Multilingual Audio-Visual DeepFake Benchmark

    Oct 5, 2026Carlotta Segna, Joel Tschesche, Anna RohrbachAudio Deepfake DetectionDeepfake Detection

    TU Darmstadt & Hessian.AI, Germany

  11. Task-Aware Joint Pruning and Distillation for Efficient Audio Deepfake Detection

    Oct 4, 2026Miao He, Peng Cheng, Zhongjie Ba +4Audio Deepfake DetectionKnowledge Distillation

    The State Key Laboratory of Blockchain and Data Security, Zhejiang University, China · Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, China · Qingdao Institute of Software College of Computer Science and Technology, China University of Petroleum (East China), China +1

  12. Temporal Anchors and Editing Sensitivity in Partial Speech Spoofing: A Controlled Study

    Oct 3, 2026Xiaosu Su, Yun Cao, Yiping Ni +1Audio Deepfake Detection

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100085, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing 100085, China

  13. UZH-CL at ArA-DF 2026: Prompt-Tuned Foundation Models and Track-Adaptive Score Fusion for Arabic Speech Deepfake Detection

    Oct 1, 2026Aref Farhadipour, Teodora Vukovic, Petr MotlicekAudio Deepfake DetectionPrompt Tuning

    Department of Computational Linguistics, University of Zurich, Switzerland · Idiap Research Institute, Switzerland · Brno University of Technology, Czech Republic

  14. On Evaluating Quantum Kernel Robustness for Low-Resource Cross-Corpus Audio Deepfake Detection

    Sep 30, 2026Lisan Al Amin, Lei Zhang, Vandana P. JanejaAudio Deepfake DetectionDomain Generalization

    University of Maryland, Baltimore County, Baltimore, Maryland, USA

  15. Collapse, Not Invariance: Diagnosing Auxiliary Objectives in Speech Anti-Spoofing

    Sep 30, 2026Ksenia Lysikova, Kirill Borodin, Maxim Maslov +1Audio Deepfake DetectionRepresentation Collapse

    Lab260, Yerevan, Armenia · BitmanagerAI, Dubai, UAE · MTUCI, Moscow, Russia

  16. SEAR: Spoofing Evidence-Grounded Audio Reasoning Benchmark for Audio Language Models

    Sep 30, 2026Rong Wan, Suliu Qin, Jiaxi Li +5Audio-Language Model EvaluationAudio Deepfake Detection

    University of Surrey · Singapore University of Technology and Design · Guangxi University +1

  17. SE-ADD: Self-Evolving Audio Deepfake Detection with Mistake-Driven Supervision

    Sep 30, 2026Rong Wan, Wei Xie, Jiaxi Li +4Audio Deepfake DetectionSelf-Training for Language Models

    University of Surrey · Guangxi University · Shenzhen University of Advanced Technology +1

  18. Neural Audio Codec for Robust Audio Deepfake Detection

    Sep 30, 2026Jungwoo Kim, Joonyong Park, Junyoung Koh +1Neural Audio CodecsAudio Deepfake Detection

    Yonsei University, Seoul, Republic of Korea · MAAP Lab, Republic of Korea · The University of Tokyo, Tokyo, Japan +1

  19. Learning as Deepfakes Evolve: RF-Prompt for Continual Audio Deepfake Detection

    Sep 29, 2026Yuankun Xie, Xiaoxuan Guo, Xiaopeng Wang +3Audio Deepfake DetectionPrompt Learning

    The Hong Kong Polytechnic University, Hong Kong SAR, China · Communication University of China, Beijing, China · Beijing Institute of Technology, Beijing, China

  20. GLAD: Global-Local Adaptive Detector for Robust Speech Deepfake Detection

    Sep 28, 2026Zelin Zhao, Guanjie Huang, Danny Hin Kwok Tsang +1Audio Deepfake DetectionDomain Generalization

    The Hong Kong University of Science and Technology (Guangzhou)

  21. Domain-Adaptive Dual-Gating Mixture of Experts for Generalizable Speech Deepfake Detection

    Sep 27, 2026Siqing Qin, Zhe Li, Kong Aik Lee +1Audio Deepfake DetectionDomain Adaptation

    Dept. of Electrical and Electronic Engineering, The Hong Kong Polytechnic University · Speech, Language, and Cognition Laboratory, The University of Hong Kong

  22. DGS-MLDG: Domain Gradient Surgery Guided Meta-Learning for Domain Generalization in Speech Deepfake Detection

    Sep 27, 2026Siqing Qin, Kong Aik Lee, Youzhi Tu +2Audio Deepfake DetectionMeta-Learning

    Dept. of Electrical and Electronic Engineering, The Hong Kong Polytechnic University · College of Computing and Data Science, Nanyang Technological University

  23. What Survives the Codec Shift: Pooled No-Vocals Residuals for Speech Deepfake Detection

    Sep 27, 2026Jiajun Xu, Menglu Li, Xiao-Ping ZhangAudio Representation LearningAudio Deepfake Detection

    Department of Engineering Physics Tsinghua University Beijing, China · Tsinghua Shenzhen International Graduate School Tsinghua University Shenzhen, China

  24. Tracing Decoder Artifacts for Compact Synthetic Speech Screening

    Sep 25, 2026Yi Chen Liu, Jian LiuAudio Deepfake DetectionSpeech Processing

    University of Georgia, Athens, GA, USA

  25. Tracing and Relearning Detection Evidence in Text-to-Speech Systems

    Sep 25, 2026Eunji Shin, Kyudan Jung, Jihwan Kim +2Audio Deepfake DetectionSpeech Processing

    Ewha W. University · KAIST AI

  26. VietPrism: A large-scale Vietnamese speech and deepfake corpus with diverse dialects and code-switching

    Sep 24, 2026Minh Hoang, Thai LeAudio Deepfake Detection

    Independent Researcher · Indiana University, Bloomington, USA

  27. WST-Graph: Topology-Preserving Wavelet Scattering Front-End for Speech Deepfake Detection

    Sep 24, 2026Kwok-Ho Ng, Tingting Song, Bingwen Feng +1Audio Deepfake DetectionWavelet Methods

    College of Cyber Security, Jinan University, Guangzhou, China

  28. Spooftral: Can Voxtral Audio-Language Model Detect Speech Spoofing?

    Sep 23, 2026Avishai Weizman, Yehuda Ben-Shimol, Itshak LapidotAudio-Language Model EvaluationAudio Deepfake Detection

    School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Israel · Department of Electrical Engineering, Afeka the Academic College of Engineering, Israel · Avignon University, LIA, France

  29. Boundary and Intra-Segment Learning for Partial Audio Deepfake Localization

    Sep 22, 2026Zhe Ye, Xiangui Kang, Minhua Huang +3Audio Deepfake DetectionBoundary-Aware Segmentation

    Guangdong Key Lab of Information Security, School of Computer Science and Engineering, Sun Yat-sen University, China · Nanyang Technological University, Singapore · China Mobile Internet Corporation, China +1

  30. DFD-Lab: A Modular Audio-Visual Deepfake Detection Pipeline

    Sep 20, 2026Jan Rybarczyk, Mateusz Roszkowski, Jacek KomorowskiAudio Deepfake DetectionDeepfake Detection

    Warsaw University of Technology