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6 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. 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

  2. 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

  3. 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

  4. 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

  5. Graph Attention Design Choices Matter: A Controlled Study of LoRA-Adapted Audio Anti-Spoofing

    Sep 14, 2026Haoyu Wang, Jing Yang, Chenyu Liu +7Graph Attention NetworksASVspoof

    School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, China · MiLM Plus, Xiaomi Inc., Beijing, China · School of Electronic Information, Wuhan University, Wuhan, China +1

  6. Disentangled Global-Local Feature Learning with E-Branchformer for Audio Deepfake Detection

    Sep 8, 2026Phuong Tuan Dat, Ho Bao Thu, Nguyen Tran Trung +2Audio Deepfake DetectionTransformer

    Department of Electrical and Computer Engineering, National University of Singapore · School of Communication and Information Technology, Hanoi University of Science and Technology

  7. From Scores to Evidence: Auditable Decisions Can Improve Speech Deepfake Detection

    Sep 8, 2026Mengzhe Geng, Yujia Lu, Manuela Kunz +1Audio Deepfake DetectionExplainable Deepfake Detection

    National Research Council Canada · The Chinese University of Hong Kong

  8. 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

  9. 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

  10. 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

  11. 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

  12. When EER Hides Deployment Failure: Auditing Threshold Transfer and Unlabeled Score Calibration for Speech Deepfake Detectors

    Jun 19, 2026Jingwen Zhou, Mingzhe WangAudio Deepfake DetectionASVspoof

    Xidian University, Xi’an, China

  13. FlowFake: Liquid Networks for Audio Deepfake Detection

    Jun 17, 2026Shivaay Dhondiyal, Divyansh Sharma, Dinesh Kumar VishwakarmaAudio Deepfake DetectionCross-Domain Generalization

    Delhi Technological University, New Delhi, India.

  14. Robust Spoofed Speech Detection via Temporal Pyramid Modeling

    Jun 15, 2026Mahtab Masoudi Nezhad, Nima KarimianAudio Deepfake DetectionASVspoof

    Lane Department of Computer Science and Electrical Engineering West Virginia University Morgantown, WV · Bellini College of Artificial Intelligence, Cybersecurity and Computing University of South Florida Tampa, FL

  15. What Do Deepfake Speech Detectors Actually Hear?

    Jun 9, 2026Vojtěch Staněk, Veronika Jirmusová, Anton Firc +3Audio Deepfake DetectionExplainable Deepfake Detection

  16. RAT: Reference-Augmented Training for ASV Anti-Spoofing

    Jun 9, 2026Vojtěch Staněk, Anton Firc, Jakub Reš +1Audio Deepfake DetectionSpeaker Verification

  17. Exploring the Scale and Diversity of Speech Anti-spoofing Datasets: Experiments and Analysis

    Jun 6, 2026Zhuolin Yi, Jun Xue, Yanzhen Ren +5Training Data CurationASVspoof

    School of Cyber Science and Engineering, Wuhan University, China

  18. 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

  19. 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

  20. 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