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. REIMU: Efficient Heterogeneous Hierarchical Reasoning for SSL-Based Speech Deepfake Detection

    Aug 1, 2026Kwok-Ho Ng, Tingting Song, Bingwen Feng +1Audio Deepfake DetectionASVspoof

    College of Cyber Security, Jinan University, Guangzhou, China

  2. Hidden-Domain Routing for All-Type Audio Deepfake Detection

    Aug 1, 2026Yifan Gao, Yao Tian, Hongbin Suo +1Audio Deepfake DetectionMixture of Experts

    OPPO AI Center Beijing, China · OPPO AI Center Shenzhen, China

  3. Teffic-Audio: Tell Fact from Fiction

    Jul 30, 2026Wan Lin, Li Wang, Jindong Wang +2Audio Deepfake DetectionDomain Generalization

    Amphion Team

  4. Improved Robustness in AI-Generated Music Detection

    Jul 29, 2026Emile Dugelay, Thomas Barand, Aurélien Laouar +3Audio Deepfake DetectionExplainable Deepfake Detection

    Department of Computer Science, Ecole Centrale de Lyon, France · Deezer Research, Paris, France

  5. Detection of AI-generated stems within hybrid human-AI music

    Jul 29, 2026François Rigaud, Gabriel Meseguer-Brocal, Benjamin Martin +1Audio Deepfake DetectionAI-Generated Music Detection

    Deezer Research, Paris, France

  6. ThinkOmni: A Reasoning-Driven Omni-Modal LLM Framework for Audio Forgery Detection and Localization

    Jul 29, 2026Yuxiong Xu, Kaiqing Lin, Bin Li +2Audio Deepfake DetectionExplainable Deepfake Detection

    Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, Shenzhen University · Afirstsoft Technology Group Co., Ltd.

  7. Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection

    Jul 29, 2026Haotian Mo, Jie Liu, Siqi Shen +8Audio Deepfake DetectionReconstruction-Based Anomaly Detection

    College of Computer Science and Technology, National University of Defense Technology, Changsha, China · School of Informatics, Xiamen University, Xiamen, China · Hunan Zhongke Youxin Technology Co., Ltd., Changsha, China

  8. Less is More: Modality-Decoupling for General AIGC Audio-Video Detection

    Jul 28, 2026Jielun Peng, Yabin Wang, Yaqi Li +3Audio Deepfake DetectionMultimodal Fusion

    Harbin Institute of Technology · University of Agder

  9. Finding the noise: Zero-shot AI Music Detection

    Jul 28, 2026Darius Afchar, Romain HennequinAudio Deepfake DetectionAI-Generated Music Detection

    Deezer Research

  10. Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

    Jul 23, 2026Daniyal Kabir Dar, Arun RossAudio Deepfake DetectionShortcut Learning

    Michigan State University, USA

  11. Toward Interpretable Speech Deepfake Detection using Artifact-Specific Experts and Calibrated Detection Scores

    Jul 23, 2026Viola Negroni, Xin Wang, Wanying Ge +3Audio Deepfake DetectionExplainable Deepfake Detection

    DEIB, Politecnico di Milano Milano, Italy · National Institute of Informatics Tokyo, Japan

  12. Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R

    Jul 22, 2026Yixuan Xiao, Ngoc Thang VuAudio Deepfake DetectionExplainable Deepfake Detection

    Institute for Natural Language Processing, University of Stuttgart, Germany

  13. Audio Cross Verification Using Dual Alignment Likelihood Ratio Test

    Jul 20, 2026Heidi Lei, Arm Wonghirundacha, Irmak Bukey +1Audio Deepfake DetectionSequence Alignment

    †Massachusetts Institute of Technology · ‡Pomona College · §Harvey Mudd College

  14. Time-Frequency Consistency Learning for Robust Speech Deepfake Detection

    Jul 20, 2026Jun Xue, Zhuolin Yi, Yanzhen Ren +6Audio Deepfake DetectionFrequency-Domain Feature Learning

    School of Cyber Science and Engineering, Wuhan University Wuhan, China · Wuhan University Wuhan, China · Tongji University ShanghaiU, China

  15. Component-Level Ensemble Fusion for Speech and Environmental Sound Deepfake Detection

    Jul 17, 2026André Runewicz, Karla Schäfer, Martin SteinebachAudio Deepfake Detection

    Fraunhofer SIT — ATHENE – National Research Center for Applied Cybersecurity Darmstadt, Germany

  16. A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors

    Jul 17, 2026Shuhei KatoAudio Deepfake DetectionSpeaker Verification

    The author is an independent researcher in Tokyo, Japan.

  17. Large Audio Language Models for Spoofing-Aware Speaker Verification

    Jul 16, 2026Sofya Savelyeva, Mariia Perunova, Evgeny Kushnir +3Audio-Language Model EvaluationAudio Deepfake Detection

    Applied AI Institute · MIRAI · AXXX, HSE +3

  18. Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction

    Jul 14, 2026Mattia Tamiazzo, Simone Milani, Massimo Iuliani +1Audio Deepfake DetectionExplainable Deepfake Detection

    Department of Information Engineering University of Padova Padova, Italy · Amped Software Trieste, Italy

  19. Traceback Translators Against Forgetting in Continual Fake Speech Detection

    Jul 14, 2026Enrico Gottardis, Mattia Tamiazzo, Simone MilaniAudio Deepfake DetectionCatastrophic Forgetting

    Department of Information Engineering · University of Padova · Padova, Italy

  20. VoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice Conversion

    Jul 13, 2026Aastha Sharma, Guangjing WangAudio Deepfake DetectionOOD Generalization

    University of South Florida, Tampa, FL, USA

  21. Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models

    Jul 13, 2026Yixuan Xiao, Cheng-Wei Lin, Xin Wang +5Audio Deepfake DetectionExplainable Deepfake Detection

    University of Stuttgart, Germany · National Institute of Informatics, Japan · German Research Center for Artificial Intelligence (DFKI), Germany +1

  22. PC-Mix: Partial-Component Audio Spoofing Detection under Mixed Speech and Environmental Sound Conditions

    Jul 11, 2026Zhenshan Zhang, Xueping Zhang, Linxi Li +2Audio Deepfake DetectionAudio Classification

    Digital Innovation Research Center, Duke Kunshan University, Kunshan, China · OfSpectrum, Inc., Los Angeles, USA · School of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen, China

  23. What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection

    Jul 10, 2026Aishwarya R. Fursule, Vamshi Nallaguntla, Shruti Kshirsagar +1Audio Deepfake DetectionASVspoof

    School of Computing, Wichita State University, Wichita, KS, USA · Institut national de la recherche scientifique (INRS–EMT), Montreal, QC, Canada · INRS-UQO Mixed Research Unit on Cybersecurity, Gatineau, QC, Canada

  24. Why Do You Say It Like That? A Phoneme-level Framework for Explainable Speech Deepfake Detection

    Jul 9, 2026Anna Taylor, Michele Panariello, Massimiliano Todisco +3Audio Deepfake DetectionExplainable Deepfake Detection

    EURECOM, Sophia Antipolis, France · Laboratoire Informatique d’Avignon, Avignon Université, France

  25. SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation

    Jul 6, 2026Linxi Li, Yuncong Yu, Qianwei Guo +3Audio Deepfake Detection

    University of Warwick, Coventry, United Kingdom · OfSpectrum, Inc., Los Angeles, CA, USA

  26. Doppelganger: Sound Effects and Their Synthetic Twins

    Jul 5, 2026Elliott AshAudio Representation LearningAudio Deepfake Detection

    ETH Zürich

  27. When and why do handcrafted cues help self-supervised anti-spoofing? A causal and faithfulness analysis

    Jul 5, 2026Yugwon WonAudio Deepfake DetectionASVspoof

    AI Security R&D Team, RaonSecure Co., Ltd., Seoul, Republic of Korea

  28. Information-Geometric Superposed Vowel Evaluation: Part 1. Moraic Syllabary (Japanese)

    Jul 5, 2026Yusei Tamura, Shigekazu Ishihara, Ken ItoAudio Deepfake DetectionSpeech Processing

    Graduate School of Interdisciplinary Information Studies The University of Tokyo · Department of Psychology, Faculty of Health and Wellness Sciences Hiroshima International University · Interfaculty Initiative in Information Studies The University of Tokyo

  29. DETECT-3B-Omni is Agnostic of Content and Demographics

    Jul 3, 2026Nicolas M. Müller, Aditya Tirumala Bukkapatnam, Dominik Schnieders +1Audio Deepfake Detection

    Resemble AI, Mountain View, CA, USA · Deutsche Telekom, Bonn, Germany

  30. An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures

    Jul 3, 2026Santiago Rubio, Pilar Bello, Dayana Ribas +3Audio Deepfake DetectionASVspoof

    ViVoLab, Arag´on Institute for Engineering Research (I3A), University of Zaragoza, Spain · BTS, Business Telecommunications Services, Spain