{"total":59,"rows":[{"id":"2406.17376","title":"Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection","created":"2024-06-25","cited_by_count":25,"area":null},{"id":"2409.17285","title":"SpoofCeleb: Speech Deepfake Detection and SASV In The Wild","created":"2024-09-18","cited_by_count":22,"area":null},{"id":"2504.05657","title":"Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing","created":"2025-04-08","cited_by_count":19,"area":null},{"id":"2211.02718","title":"SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing","created":"2022-11-04","cited_by_count":18,"area":null},{"id":"2409.05032","title":"Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection","created":"2024-09-08","cited_by_count":10,"area":null},{"id":"2305.19953","title":"Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing","created":"2023-05-31","cited_by_count":9,"area":null},{"id":"2408.17352","title":"AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge","created":"2024-08-30","cited_by_count":9,"area":null},{"id":"2407.18517","title":"SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection","created":"2024-07-26","cited_by_count":8,"area":null},{"id":"2409.01695","title":"USTC-KXDIGIT System Description for ASVspoof5 Challenge","created":"2024-09-03","cited_by_count":8,"area":null},{"id":"2409.02302","title":"Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024","created":"2024-09-03","cited_by_count":7,"area":null},{"id":"2509.07132","title":"Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study","created":"2025-09-08","cited_by_count":7,"area":null},{"id":"2408.09300","title":"Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model","created":"2024-08-17","cited_by_count":6,"area":null},{"id":"2410.07379","title":"Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge","created":"2024-10-09","cited_by_count":6,"area":null},{"id":"2601.17782","title":"Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics","created":"2026-01-25","cited_by_count":6,"area":null},{"id":"2408.09933","title":"SZU-AFS Antispoofing System for the ASVspoof 5 Challenge","created":"2024-08-19","cited_by_count":5,"area":null},{"id":"2409.06348","title":"VoiceWukong: Benchmarking Deepfake Voice Detection","created":"2024-09-10","cited_by_count":5,"area":null},{"id":"2603.06164","title":"Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR","created":"2026-03-06","cited_by_count":4,"area":null},{"id":"2401.11156","title":"Generalizing Speaker Verification for Spoof Awareness in the Embedding Space","created":"2024-01-20","cited_by_count":3,"area":null},{"id":"2507.13170","title":"SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks","created":"2025-07-17","cited_by_count":3,"area":null},{"id":"2508.08141","title":"Pindrop it! Audio and Visual Deepfake Countermeasures for Robust Detection and Fine Grained-Localization","created":"2025-08-11","cited_by_count":3,"area":null},{"id":"2509.03409","title":"Multi-level SSL Feature Gating for Audio Deepfake Detection","created":"2025-09-03","cited_by_count":3,"area":null},{"id":"2603.14767","title":"Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments","created":"2026-03-16","cited_by_count":3,"area":null},{"id":"2603.26856","title":"AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection","created":"2026-03-27","cited_by_count":3,"area":null},{"id":"2406.17246","title":"Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing","created":"2024-06-25","cited_by_count":2,"area":null},{"id":"2506.03425","title":"A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations","created":"2025-06-03","cited_by_count":2,"area":null},{"id":"2506.14153","title":"Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models","created":"2025-06-17","cited_by_count":2,"area":null},{"id":"2509.20682","title":"Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection","created":"2025-09-25","cited_by_count":2,"area":null},{"id":"2509.20736","title":"The Impact of Audio Watermarking on Audio Anti-Spoofing Countermeasures","created":"2025-09-25","cited_by_count":2,"area":null},{"id":"2208.10489","title":"Audio Deepfake Attribution: An Initial Dataset and Investigation","created":"2022-08-21","cited_by_count":1,"area":null},{"id":"2306.15389","title":"Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection","created":"2023-06-27","cited_by_count":1,"area":null},{"id":"2502.20427","title":"DeePen: Penetration Testing for Audio Deepfake Detection","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2504.15663","title":"FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning","created":"2025-04-22","cited_by_count":1,"area":null},{"id":"2508.10559","title":"Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2509.20679","title":"QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection","created":"2025-09-25","cited_by_count":1,"area":null},{"id":"2509.23618","title":"Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment","created":"2025-09-28","cited_by_count":1,"area":null},{"id":"2509.26471","title":"On Deepfake Voice Detection -- It's All in the Presentation","created":"2025-09-30","cited_by_count":1,"area":null},{"id":"2510.06706","title":"XLSR-Kanformer: A KAN-Intergrated model for Synthetic Speech Detection","created":"2025-10-08","cited_by_count":1,"area":null},{"id":"2511.21325","title":"SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection","created":"2025-11-26","cited_by_count":1,"area":null},{"id":"2605.00251","title":"Alethia: A Foundational Encoder for Voice Deepfakes","created":"2026-04-30","cited_by_count":1,"area":null},{"id":"2607.03150","title":"An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures","created":"2026-07-03","cited_by_count":1,"area":null},{"id":"2607.28351","title":"Teffic-Audio: Tell Fact from Fiction","created":"2026-07-30","cited_by_count":1,"area":null},{"id":"2608.00857","title":"REIMU: Efficient Heterogeneous Hierarchical Reasoning for SSL-Based Speech Deepfake Detection","created":"2026-08-01","cited_by_count":1,"area":null},{"id":"2407.03514","title":"Towards Attention-based Contrastive Learning for Audio Spoof Detection","created":"2024-07-03","cited_by_count":0,"area":null},{"id":"2506.07294","title":"Towards Generalized Source Tracing for Codec-Based Deepfake Speech","created":"2025-06-08","cited_by_count":0,"area":null},{"id":"2508.20983","title":"Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System","created":"2025-08-28","cited_by_count":0,"area":null},{"id":"2509.21676","title":"HuLA: Prosody-Aware Anti-Spoofing with Multi-Task Learning for Expressive and Emotional Synthetic Speech","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2602.05670","title":"HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2602.16343","title":"How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection","created":"2026-02-18","cited_by_count":0,"area":null},{"id":"2603.01482","title":"A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2604.16749","title":"ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2604.26057","title":"Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection","created":"2026-04-28","cited_by_count":0,"area":null},{"id":"2606.10908","title":"RAT: Reference-Augmented Training for ASV Anti-Spoofing","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.10912","title":"What Do Deepfake Speech Detectors Actually Hear?","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.11674","title":"SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2607.14753","title":"Large Audio Language Models for Spoofing-Aware Speaker Verification","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2607.17761","title":"Time-Frequency Consistency Learning for Robust Speech Deepfake Detection","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2609.20063","title":"Robust Workflow Generation via Adversarial Learning for Audio Deepfake Detection","created":"2026-09-17","cited_by_count":0,"area":null},{"id":"2609.35411","title":"GLAD: Global-Local Adaptive Detector for Robust Speech Deepfake Detection","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.16390","title":"QBFF: Deep Quantum Bottleneck for Automatic Speaker Verification Anti-Spoofing","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}