{"total":90,"rows":[{"id":"2311.15308","title":"AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset","created":"2023-11-26","cited_by_count":80,"area":null},{"id":"2405.04880","title":"The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio","created":"2024-05-08","cited_by_count":31,"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":"2509.02859","title":"Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models","created":"2025-09-02","cited_by_count":21,"area":null},{"id":"2505.11079","title":"ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection","created":"2025-05-16","cited_by_count":17,"area":null},{"id":"2312.09651","title":"What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection","created":"2023-12-15","cited_by_count":15,"area":null},{"id":"2208.09646","title":"An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio","created":"2022-08-20","cited_by_count":14,"area":null},{"id":"2309.02232","title":"FSD: An Initial Chinese Dataset for Fake Song Detection","created":"2023-09-05","cited_by_count":12,"area":null},{"id":"2308.03300","title":"Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection","created":"2023-08-07","cited_by_count":11,"area":null},{"id":"2404.04904","title":"Cross-Domain Audio Deepfake Detection: Dataset and Analysis","created":"2024-04-07","cited_by_count":11,"area":null},{"id":"2410.04324","title":"Where are we in audio deepfake detection? A systematic analysis over generative and detection models","created":"2024-10-06","cited_by_count":11,"area":null},{"id":"2208.09618","title":"Fully Automated End-to-End Fake Audio Detection","created":"2022-08-20","cited_by_count":10,"area":null},{"id":"2307.07683","title":"Single and Multi-Speaker Cloned Voice Detection: From Perceptual to Learned Features","created":"2023-07-15","cited_by_count":10,"area":null},{"id":"2309.03036","title":"An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially Spoofed Audio Detection","created":"2023-09-06","cited_by_count":10,"area":null},{"id":"2406.02483","title":"How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?","created":"2024-06-04","cited_by_count":10,"area":null},{"id":"2411.19537","title":"Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook","created":"2024-11-29","cited_by_count":10,"area":null},{"id":"2208.01214","title":"Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features","created":"2022-08-02","cited_by_count":9,"area":null},{"id":"2305.12804","title":"The defender's perspective on automatic speaker verification: An overview","created":"2023-05-22","cited_by_count":9,"area":null},{"id":"2404.15854","title":"CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning","created":"2024-04-24","cited_by_count":9,"area":null},{"id":"2407.21611","title":"Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism","created":"2024-07-31","cited_by_count":9,"area":null},{"id":"2505.13847","title":"Forensic deepfake audio detection using segmental speech features","created":"2025-05-20","cited_by_count":8,"area":null},{"id":"2204.12067","title":"An Overview of Recent Work in Media Forensics: Methods and Threats","created":"2022-04-26","cited_by_count":7,"area":null},{"id":"2309.15224","title":"Collaborative Watermarking for Adversarial Speech Synthesis","created":"2023-09-26","cited_by_count":7,"area":null},{"id":"2508.04143","title":"Multilingual Source Tracing of Speech Deepfakes: A First Benchmark","created":"2025-08-06","cited_by_count":7,"area":null},{"id":"2208.10913","title":"Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review","created":"2022-08-21","cited_by_count":6,"area":null},{"id":"2406.08112","title":"Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio","created":"2024-06-12","cited_by_count":6,"area":null},{"id":"2508.07944","title":"SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis","created":"2025-08-11","cited_by_count":6,"area":null},{"id":"2211.06073","title":"SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection","created":"2022-11-11","cited_by_count":5,"area":null},{"id":"2305.17739","title":"Range-Based Equal Error Rate for Spoof Localization","created":"2023-05-28","cited_by_count":5,"area":null},{"id":"2306.04956","title":"Adaptive Fake Audio Detection with Low-Rank Model Squeezing","created":"2023-06-08","cited_by_count":5,"area":null},{"id":"2406.03240","title":"Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy","created":"2024-06-05","cited_by_count":5,"area":null},{"id":"2407.01777","title":"Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models","created":"2024-07-01","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":"2412.09032","title":"Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis","created":"2024-12-12","cited_by_count":5,"area":null},{"id":"2412.11551","title":"Region-Based Optimization in Continual Learning for Audio Deepfake Detection","created":"2024-12-16","cited_by_count":5,"area":null},{"id":"2604.01083","title":"TRACE: Training-Free Partial Audio Deepfake Detection via Embedding Trajectory Analysis of Speech Foundation Models","created":"2026-04-01","cited_by_count":5,"area":null},{"id":"2302.12434","title":"Catch You and I Can: Revealing Source Voiceprint Against Voice Conversion","created":"2023-02-24","cited_by_count":4,"area":null},{"id":"2408.13784","title":"Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals","created":"2024-08-25","cited_by_count":4,"area":null},{"id":"2409.06991","title":"1M-Deepfakes Detection Challenge","created":"2024-09-11","cited_by_count":4,"area":null},{"id":"2409.13382","title":"Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis","created":"2024-09-20","cited_by_count":4,"area":null},{"id":"2411.17911","title":"Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey","created":"2024-11-26","cited_by_count":4,"area":null},{"id":"2505.23962","title":"Can Emotion Fool Anti-spoofing?","created":"2025-05-29","cited_by_count":4,"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":"2406.07816","title":"Spoof Diarization: \"What Spoofed When\" in Partially Spoofed Audio","created":"2024-06-12","cited_by_count":3,"area":null},{"id":"2406.14176","title":"A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection","created":"2024-06-20","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":"2604.08184","title":"AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan","created":"2026-04-09","cited_by_count":3,"area":null},{"id":"2207.09185","title":"Multimodal hierarchical Variational AutoEncoders with Factor Analysis latent space","created":"2022-07-19","cited_by_count":2,"area":null},{"id":"2210.05254","title":"Deep Spectro-temporal Artifacts for Detecting Synthesized Speech","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2508.02000","title":"Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling","created":"2025-08-04","cited_by_count":2,"area":null},{"id":"2602.00295","title":"Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2609.19818","title":"CoReLoop: Parameter-Efficient Controlled Recurrent Refinement for Audio Deepfake Detection","created":"2026-09-17","cited_by_count":2,"area":null},{"id":"2206.09131","title":"Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion","created":"2022-06-18","cited_by_count":1,"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":"2305.16353","title":"Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion","created":"2023-05-25","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":"2308.10281","title":"The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 2023","created":"2023-08-20","cited_by_count":1,"area":null},{"id":"2409.11308","title":"SpMis: An Investigation of Synthetic Spoken Misinformation Detection","created":"2024-09-17","cited_by_count":1,"area":null},{"id":"2506.00462","title":"XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark","created":"2025-05-31","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":"2601.21463","title":"Unifying Speech Editing Detection and Content Localization via Prior-Enhanced Audio LLMs","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2603.18657","title":"Enhancing Multi-Corpus Training in SSL-Based Anti-Spoofing Models: Domain-Invariant Feature Extraction","created":"2026-03-19","cited_by_count":1,"area":null},{"id":"2605.06035","title":"Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features","created":"2026-05-07","cited_by_count":1,"area":null},{"id":"2606.10911","title":"Ethical and Technical Limits of Deepfake Speech Datasets","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2607.03134","title":"Open-Set Source Tracing as Compositional Factors via Structured Prototypes","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":"2402.06304","title":"A New Approach to Voice Authenticity","created":"2024-02-09","cited_by_count":0,"area":null},{"id":"2402.14982","title":"Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence","created":"2024-02-22","cited_by_count":0,"area":null},{"id":"2407.08239","title":"An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio","created":"2024-07-11","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":"2509.04345","title":"AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds","created":"2025-09-04","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":"2510.19414","title":"EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection","created":"2025-10-22","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":"2603.10713","title":"Probabilistic Verification of Voice Anti-Spoofing Models","created":"2026-03-11","cited_by_count":0,"area":null},{"id":"2603.16914","title":"Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2604.12650","title":"Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis","created":"2026-04-14","cited_by_count":0,"area":null},{"id":"2604.23241","title":"Spectro-Temporal Modulation Representation Framework for Human-Imitated Speech Detection","created":"2026-04-25","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":"2605.02223","title":"Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2605.03420","title":"Deepfake Audio Detection Using Self-supervised Fusion Representations","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2606.08678","title":"Speaker-Invariant Representation Learning for Spoofing Detection via Gradient Reversal and A Variational Information Bottleneck","created":"2026-06-07","cited_by_count":0,"area":null},{"id":"2606.31411","title":"Linguistic Bias Mitigation for Spoofing Detection via Gradient Reversal and A Variational Information Bottleneck","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2607.10345","title":"PC-Mix: Partial-Component Audio Spoofing Detection under Mixed Speech and Environmental Sound Conditions","created":"2026-07-11","cited_by_count":0,"area":null},{"id":"2607.12569","title":"Traceback Translators Against Forgetting in Continual Fake Speech Detection","created":"2026-07-14","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":"2609.37586","title":"Learning as Deepfakes Evolve: RF-Prompt for Continual Audio Deepfake Detection","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.00649","title":"On Evaluating Quantum Kernel Robustness for Low-Resource Cross-Corpus Audio Deepfake Detection","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.16049","title":"Adaptive Compression and Targeted Perturbation: A Unified Framework for Generalized Audio Deepfake Detection","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}