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. Audio Spoof Detection with GaborNet

    Apr 21, 2026Waldek MaciejkoAudio Representation LearningAudio Deepfake Detection

  2. ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection

    Apr 17, 2026Benjamin Chou, Yi Zhu, Surya KoppisettiAudio Deepfake DetectionIn-Context Learning

    Purdue University, USA · Reality Defender Inc., USA

  3. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Apr 17, 2026Heewon OhAudio Deepfake DetectionDigital Forensics

    Intrect / MARTE Lab, Dongguk University, Seoul, South Korea

  4. DeepFense: A Unified, Modular, and Extensible Framework for Robust Deepfake Audio Detection

    Apr 9, 2026Yassine El Kheir, Arnab Das, Yixuan Xiao +6Audio Deepfake Detection

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

  5. AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan

    Apr 9, 2026Yuankun Xie, Haonan Cheng, Jiayi Zhou +10Audio Deepfake Detection

    Communication University of China · Ant Group · Machine Intelligence, Ant Group +3

  6. Quantum Vision Theory Applied to Audio Classification for Deepfake Speech Detection

    Apr 9, 2026Khalid Zaman, Melike Sah, Anuwat Chaiwongyenc +1Audio Deepfake DetectionAudio Classification

    Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, 923-1292, Ishikawa, Japan · Computer Engineering Department, Cyprus International University, Nicosia, 99258, North Cyprus via Mersin 10, Turkiye · Department of Management Information Systems, Thammasat University, Khlong Luang, Pathum Thani, 12121, Thailand +1

  7. MSCT: Differential Cross-Modal Attention for Deepfake Detection

    Apr 9, 2026Fangda Wei, Miao Liu, Yingxue Wang +3Deepfake DetectionCross-Modal Attention

    Beijing Institute of Technology, China · China Academy of Electronics and Information Technology, China

  8. Joint Fullband-Subband Modeling for High-Resolution SingFake Detection

    Apr 6, 2026Xuanjun Chen, Chia-Yu Hu, Sung-Feng Huang +3Audio Deepfake Detection

    Graduate Institute of Communication Engineering, National Taiwan University · Department of Computer Science and Information Engineering, National Taiwan University · NVIDIA Taiwan +2

  9. Split and Conquer Partial Deepfake Speech

    Apr 3, 2026Inbal Rimon, Oren Gal, Haim PermuterAudio Deepfake DetectionASVspoof

    Ben Gurion University, Be’er Sheva, Israel · University of Haifa, Haifa, Israel

  10. Evolutionary Multi-Objective Fusion of Deepfake Speech Detectors

    Apr 1, 2026Vojtěch Staněk, Martin Perešíni, Lukáš Sekanina +2Audio Deepfake DetectionEnsemble Learning

    Faculty of Information Technology, Brno University of Technology, Božetěchova 1/2, 612 00 Brno, Czech Republic

  11. TRACE: Training-Free Partial Audio Deepfake Detection via Embedding Trajectory Analysis of Speech Foundation Models

    Apr 1, 2026Awais Khan, Muhammad Umar Farooq, Kutub Uddin +1Audio Deepfake Detection

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

  12. Evaluating Generalization and Robustness in Russian Anti-Spoofing: The RuASD Initiative

    Mar 31, 2026Ksenia Lysikova, Kirill Borodin, Grach MkrtchianAudio Deepfake DetectionASVspoof

    Moscow Technical University of Communications and Informatics, Moscow, Russia, 111038

  13. Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought

    Mar 30, 2026Runkun Chen, Yixiong Fang, Pengyu Chang +3Audio Deepfake DetectionExplainable Deepfake Detection

    Carnegie Mellon University, USA

  14. A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators

    Mar 29, 2026Lam Pham, Khoi Vu, Dat Tran +4Audio Deepfake DetectionTraining Data Curation

    Austrian Institute of Technology, Austria. · FPT University, Vietnam. · Singapore Institute of Technology, Singapore.

  15. AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection

    Mar 27, 2026Hai-Son Nguyen-Le, Hung-Cuong Nguyen-Thanh, Nhien-An Le-Khac +2Audio Deepfake DetectionSynthetic Data Generation

    University of Science, Ho Chi Minh City, Vietnam · University College Dublin, School of Computer Science, Dublin, Ireland

  16. SAVe: Self-Supervised Audio-visual Deepfake Detection Exploiting Visual Artifacts and Audio-visual Misalignment

    Mar 26, 2026Sahibzada Adil Shahzad, Ammarah Hashmi, Junichi Yamagishi +5Deepfake DetectionAudio Deepfake Detection

    Social Networks and Human-Centered Computing Program, Taiwan International Graduate Program, Institute of Information Science, Academia Sinica, Taipei 11529, Taiwan · Department of Computer Science, National Chengchi University, Taipei 11529, Taiwan · Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu 300044, Taiwan +4

  17. Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms

    Mar 25, 2026Yupei Li, Shuaijie Shao, Manuel Milling +1Audio Deepfake DetectionEfficient Neural Network Inference

    Department of Computer Science, University College London, London, United Kingdom · Chair of Health Informatics, Technical University of Munich, Munich, Germany · Chair of Health Informatics and Department of Computing, Technical University of Munich and Imperial College London, Munich and London, Germany and United Kingdom

  18. Leave No Stone Unturned: Uncovering Holistic Audio-Visual Intrinsic Coherence for Deepfake Detection

    Mar 25, 2026Jielun Peng, Yabin Wang, Yaqi Li +2Deepfake DetectionAudio Deepfake Detection

    Harbin Institute of Technology

  19. Echoes: A semantically-aligned music deepfake detection dataset

    Mar 24, 2026Octavian Pascu, Dan Oneata, Horia Cucu +1Audio Deepfake DetectionAI-Generated Music Detection

    Politehnica Bucharest, Romania · Fraunhofer AISEC, Germany · Resemble AI

  20. Disentangling Speaker Traits for Deepfake Source Verification via Chebyshev Polynomial and Riemannian Metric Learning

    Mar 23, 2026Xi Xuan, Wenxin Zhang, Zhiyu Li +3Speaker DisentanglementMetric Learning

    University of Eastern Finland, Finland · University of Illinois Urbana-Champaign, USA · University of Chinese Academy of Sciences, China +2

  21. SNAP: Speaker Nulling for Artifact Projection in Speech Deepfake Detection

    Mar 21, 2026Kyudan Jung, Jihwan Kim, Minwoo Lee +4Audio Deepfake DetectionSpeaker Disentanglement

    KAIST AI · NAVER Cloud

  22. Audio Avatar Fingerprinting: An Approach for Authorized Use of Voice Cloning in the Era of Synthetic Audio

    Mar 20, 2026Candice R. GerstnerDigital ForensicsVoice Cloning

    Research Directorate and AI Security Center, National Security Agency, Fort George G. Meade MD, USA

  23. PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation

    Mar 16, 2026Vamshi Nallaguntla, Aishwarya Fursule, Shruti Kshirsagar +1Audio Deepfake DetectionSpeech Generation Evaluation

    Wichita State University, Wichita, Kansas, USA · Institut national de la recherche scientifique (INRS-EMT), Université du Québec, Canada · INRS-UQO Mixed Research Unit on Cybersecurity, Gatineau, Canada

  24. Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments

    Mar 16, 2026Anacin, Angela, Shruti Kshirsagar +1Audio Deepfake DetectionSpeech Enhancement

    School of Computing, Wichita State University, Wichita, Kansas, USA · Institut national de la recherche scientifique (INRS–EMT), Montreal, Canada

  25. What Counts as Real? Speech Restoration and Voice Quality Conversion Pose New Challenges to Deepfake Detection

    Mar 14, 2026Shree Harsha Bokkahalli Satish, Harm Lameris, Joakim Gustafson +1Audio Deepfake DetectionSpeech Processing

    Department of Speech, Music and Hearing KTH Royal Institute of Technology Stockholm, Sweden

  26. Can LLMs Help Localize Fake Words in Partially Fake Speech?

    Mar 11, 2026Lin Zhang, Thomas Thebaud, Zexin Cai +5Deepfake DetectionSpeech Language Models

    HLTCOE · CLSP · Xiaomi Corp., Beijing, China

  27. Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning

    Mar 11, 2026Artem Dvirniak, Evgeny Kushnir, Dmitrii Tarasov +5Audio Deepfake DetectionExplainable Deepfake Detection

    MIRAI · AXXX · HSE +5

  28. Probabilistic Verification of Voice Anti-Spoofing Models

    Mar 11, 2026Evgeny Kushnir, Alexandr Kozodaev, Dmitrii Korzh +3Audio Deepfake DetectionASVspoof

    AXXX · HSE · Applied AI Institute +4

  29. Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection

    Mar 10, 2026Jinyang Wu, Zihan Pan, Qiquan Zhang +2Audio Deepfake DetectionDiscrete Speech Representation Learning

    Agency for Science, Technology and Research (A*STAR), Singapore · The University of New South Wales, Australia

  30. Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis

    Mar 9, 2026Aishwarya Fursule, Shruti Kshirsagar, Anderson R. AvilaAudio Deepfake DetectionAlgorithmic Fairness

    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, Canada