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. Probing Token Spaces under Generator Shift in AI-Generated Music Detection

    Jun 7, 2026Joonyong Park, Jungwoo Kim, Junyoung Koh +1Audio Representation LearningAudio Deepfake Detection

    1The University of Tokyo, Tokyo, Japan · 3Yonsei University, Seoul, Republic of Korea. · 2MAAP Lab

  2. Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech

    Jun 5, 2026Xuanjun Chen, Yun-Shing Wu, Wei-Chung Lu +4Audio Deepfake Detection

    Graduate Institute of Communication Engineering, National Taiwan University · Graduate Institute of Networking and Multimedia, National Taiwan University · Department of Information Management, National Taiwan University +2

  3. FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors

    Jun 3, 2026Sepehr Dehdashtian, Jacob H Seidman, Vishnu N Boddeti +1Audio Deepfake DetectionAdversarial Robustness

    Michigan State University · Reality Defender

  4. A Training-Efficient Transformer-Based Anti-Spoofing Network for Logical Access in ASVspoof 5

    Jun 2, 2026Sidan Yin, Bo ZhaoAudio Deepfake DetectionSpeaker Verification

    San Domenico School, San Anselmo, CA, United States · University of Washington, Seattle, WA, United States

  5. HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark

    Jun 1, 2026Seonghyeon Go, Yumin KimAudio Deepfake DetectionAI-Generated Music Detection

  6. Half-Truth Audio Detection and Localisation: A Lightweight Cross-Attentive Architecture and a Cross-Corpus Diagnostic Study

    May 28, 2026S. Sutharya, Remya K. SasiAudio Deepfake DetectionCross-Attention

    aDepartment of Computer Science, Cochin University of Science and Technology, India

  7. DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform

    May 28, 2026Naisha MinnahAudio Deepfake DetectionImage Forgery Detection

    Department of Computer Science Providence Women’s College, Calicut Affiliated to University of Calicut, Kerala, India · Affiliated to University of Calicut, Kerala, India

  8. I Hear, Therefore I Trust: A Socio-Technical Investigation of Humans as Synthetic Speech Detectors

    May 27, 2026Lelia Erscoi, Tomi KinnunenAudio Deepfake DetectionTrust in AI

    Computational Speech Group, University of Eastern Finland · Computational Speech Group, University of Eastern Finland, Joensuu, Finland

  9. From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection

    May 27, 2026Ke Liu, Jiwei Wei, Wenyu Zhang +5Audio Deepfake DetectionDomain Generalization

    Center for Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China

  10. MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio

    May 22, 2026Qingcao Li, Yipeng Lin, Weichen Lian +3Audio Deepfake DetectionPrompt Tuning

    School of Cyber Science and Engineering, Nanjing University of Science and Technology, Nanjing, China · The State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China · Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou, China

  11. Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception

    May 21, 2026Nicolas M. Müller, Wei Herng ChoongAudio Deepfake DetectionSpeech Processing

    Fraunhofer AISEC & Resemble AI · Germany · Fraunhofer AISEC

  12. EMO-BOOST: Emotion-Augmented Audio-Visual Features for Improved Generalization in Deepfake Detection

    May 19, 2026Aritra Marik, Marcel Klemt, Anna RohrbachAudio Deepfake DetectionDeepfake Detection

    Technical University of Darmstadt · ELIZA

  13. EnvTriCascade: An Environment-Aware Tri-Stage Cascaded Framework for ESDD2 2026 Challenge

    May 18, 2026Hengyan Huang, Xiaoxuan Guo, Jiayi Zhou +5Audio Deepfake DetectionASVspoof

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

  14. MusicDET: Zero-Shot AI-Generated Music Detection

    May 18, 2026Chaolei Han, Hongsong Wang, Jie GuiAudio Deepfake DetectionAI-Generated Music Detection

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China +2

  15. Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection

    May 18, 2026Yifan Liao, Yule Liu, Zhen Sun +5Audio Deepfake DetectionTransfer-Based Adversarial Attacks

    Wuhan University · The Hong Kong University of Science and Technology (Guangzhou)

  16. Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection

    May 18, 2026Jun Xue, Tong Zhang, Zhuolin Yi +4Biometric IdentificationAudio Deepfake Detection

    Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education · School of Cyber Science and Engineering, Wuhan University

  17. Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias

    May 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

  18. Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features

    May 7, 2026Lisan Al Amin, Rakib Hossain, Mahbubul Islam +2Quantum Feature MapsAudio Deepfake Detection

    Potomac Quantum, USA · United International University, Dhaka, Bangladesh · University of Maryland, College Park, MD, USA +2

  19. Beyond Seeing Is Believing: On Crowdsourced Detection of Audiovisual Deepfakes

    May 6, 2026Michael Soprano, Andrea Cioci, Stefano MizzaroAudio Deepfake DetectionExplainable Deepfake Detection

    Department of Mathematics, Computer Science and Physics University of Udine, Udine, Friuli-Venezia Giulia, Italy

  20. Deepfake Audio Detection Using Self-supervised Fusion Representations

    May 5, 2026Khalid Zaman, Qixuan Huang, Muhammad Uzair +1Audio Deepfake Detection

    Graduate School of Advanced Science and Technology · Japan Advanced Institute of Science and Technology · 1-1 Asahidai, Nomi, Ishikawa, Japan 923-1292

  21. Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings

    May 4, 2026Vamshi Nallaguntla, Shruti Kshirsagar, Anderson R. AvilaAudio Deepfake Detection

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

  22. Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization

    May 4, 2026Tung Vu, Yen Nguyen, Hai Nguyen +2Audio Deepfake Detection

    Posts and Telecommunications Institute of Technology, Hanoi, Vietnam

  23. Alethia: A Foundational Encoder for Voice Deepfakes

    Apr 30, 2026Yi Zhu, Brahmi Dwivedi, Jayaram Raghuram +1Audio Representation LearningAudio Deepfake Detection

    Reality Defender Inc.

  24. Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge

    Apr 30, 2026Sharayu Nilesh Deshmukh, Kailash A. Hambarde, Joana C. Costa +2Audio-Visual UnderstandingAudio Deepfake Detection

    Instituto de Telecomunicações, Universidade da Beira Interior, Portugal

  25. Diffusion Reconstruction towards Generalizable Audio Deepfake Detection

    Apr 29, 2026Bo Cheng, Songjun Cao, Xiaoming Zhang +3Audio Deepfake DetectionOOD Generalization

    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China · Tencent Youtu Lab, China

  26. Attribution-Guided Multimodal Deepfake Detection via Cross-Modal Forensic Fingerprints

    Apr 29, 2026Wasim Ahmad, Wei Zhang, Xuerui MaoAudio Deepfake DetectionCross-Modal Representation Learning

    School of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China

  27. Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection

    Apr 28, 2026Jaskirat Sudan, Hashim Ali, Surya Subramani +1Audio Deepfake DetectionASVspoof

    1CECS, University of Michigan, Dearborn, USA

  28. RTCFake: Speech Deepfake Detection in Real-Time Communication

    Apr 26, 2026Jun Xue, Zhuolin Yi, Yihuan Huang +6Audio Deepfake Detection

    1Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education · School of Cyber Science and Engineering, Wuhan University, Wuhan, China · 4Beihang University, Beijing, China +1

  29. Spectro-Temporal Modulation Representation Framework for Human-Imitated Speech Detection

    Apr 25, 2026Khalid Zaman, Masashi UnokiAudio Deepfake DetectionSpeech Processing

    Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa 923-1292, Japan

  30. Environmental Sound Deepfake Detection Using Deep-Learning Framework

    Apr 21, 2026Khoi Vu, Dat Tran, Khanh Do +8Audio Deepfake Detection

    FPT University, Vietnam · HCM University of Technology, Vietnam · TDT University, Vietnam +3