john852517791/awesome-fake-audio-detection

A list of tools, papers and code related to Fake Audio Detection.

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updated Aug 27, 2026

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Deepfake Speech Detection Papers

最后更新时间: 2026-08-27

发布日期	文章名	第一作者	链接
2026-08-26	A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography	Yigitcan Özer	arXiv
2026-08-25	Investigating voiced and unvoiced regions of speech for audio deepfake detection	Ganesh Sivaraman	arXiv
2026-08-25	On the Robustness of Audio Deepfake Detection under Audio Watermarking	Zi Qian Yong	arXiv
2026-08-24	AT-ADD: A Benchmark and Challenge for Robust and All-Type Audio Deepfake Detection	Yuankun Xie	arXiv
2026-08-20	Tracking the Trend in How Speech Synthesizers Deceive People	Milan Šalko	arXiv
2026-08-18	The Last Mile of Deepfake Speech Detection: An Industry-Academia Experience Report	Anton Firc	arXiv
2026-08-14	AT-ADD: All-Type Audio Deepfake Detection Challenge Summary	Yuankun Xie	arXiv
2026-08-13	Trajectory Dynamics in Self-Supervised Learning Latent Space for Audio Deepfake Detection	Tomás Andrade Weber	arXiv
2026-08-10	MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection	Yanqiu Li	arXiv
2026-08-06	AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks	Aurosweta Mahapatra	arXiv
2026-08-03	Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry	Seunghyun Kim	arXiv
2026-08-01	Hidden-Domain Routing for All-Type Audio Deepfake Detection	Yifan Gao	arXiv
2026-08-01	REIMU: Efficient Heterogeneous Hierarchical Reasoning for SSL-Based Speech Deepfake Detection	Kwok-Ho Ng	arXiv
2026-07-30	Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil	Lucas Rafael Stefanel Gris	arXiv
2026-07-30	Teffic-Audio: Tell Fact from Fiction	Wan Lin	arXiv
2026-07-30	Teffic-Audio: Tell Fact from Fiction	Wan Lin	arXiv
2026-07-29	Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection	Haotian Mo	arXiv
2026-07-27	Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection	Mingrui Liang	arXiv
2026-07-24	How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection	Ivan Kukanov	arXiv
2026-07-23	Probing Speaker Identity Sensitivity in Audio Deepfake Detectors	Daniyal Kabir Dar	arXiv
2026-07-23	Toward Interpretable Speech Deepfake Detection using Artifact-Specific Experts and Calibrated Detection Scores	Viola Negroni	arXiv
2026-07-22	Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R	Yixuan Xiao	arXiv
2026-07-20	Time-Frequency Consistency Learning for Robust Speech Deepfake Detection	Jun Xue	arXiv
2026-07-20	Time-Frequency Consistency Learning for Robust Speech Deepfake Detection	Jun Xue	arXiv
2026-07-17	Component-Level Ensemble Fusion for Speech and Environmental Sound Deepfake Detection	André Runewicz	arXiv
2026-07-14	Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction	Mattia Tamiazzo	arXiv
2026-07-14	Traceback Translators Against Forgetting in Continual Fake Speech Detection	Enrico Gottardis	arXiv
2026-07-13	Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models	Yixuan Xiao	arXiv
2026-07-11	PC-Mix: Partial-Component Audio Spoofing Detection under Mixed Speech and Environmental Sound Conditions	Zhenshan Zhang	arXiv
2026-07-10	What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection	Aishwarya R. Fursule	arXiv
2026-07-09	Why Do You Say It Like That? A Phoneme-Level Framework for Explainable Speech Deepfake Detection	Anna Taylor	arXiv
2026-07-06	SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation	Linxi Li	arXiv
2026-07-03	DETECT-3B-Omni is Agnostic of Content and Demographics	Nicolas M. Müller	arXiv
2026-07-03	An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures	Santiago Rubio	arXiv
2026-06-29	Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection	Marjan Beheshti	arXiv
2026-06-29	Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin	Octavian Pascu	arXiv
2026-06-28	Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors	Nicolas M. Müller	arXiv
2026-06-24	What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations	Samuel Pagon	arXiv
2026-06-24	Supervised Post-training of Speech Foundation Models for Robust Adaptation in Speech Deepfake Detection	Zihan Pan	arXiv
2026-06-22	The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection	Nicolas M. Müller	arXiv
2026-06-17	FlowFake: Liquid Networks for Audio Deepfake Detection	Shivaay Dhondiyal	arXiv
2026-06-17	SingFox: A Multi-Lingual Singfake Detection Corpus	Arth J. Shah	arXiv
2026-06-15	Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection	Zhuodong Liu	arXiv
2026-06-15	XAI-Grounded Explanation Generation for Speech Deepfake Detection with Training-Free Multimodal Large Language Models	Yupei Li	arXiv
2026-06-15	Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection	Zhuodong Liu	arXiv
2026-06-13	Phonetically Explainable Speech Deepfake Detection	Manasi Chhibber	arXiv
2026-06-12	The Perceived Fragility of Explanations in Audio Models: Manipulation of Attribution with Unchanged Predictions	Piotr Kitłowski	arXiv
2026-06-09	Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge	Xueping Zhang	arXiv
2026-06-09	Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge	Xueping Zhang	arXiv
2026-06-08	Linguistically Augmented Audio Speech Data (LinguAS)	Ashley R. Keaton	arXiv
2026-06-08	Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing	Awais Khan	arXiv
2026-06-03	FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors	Sepehr Dehdashtian	arXiv
2026-05-28	Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion	S. Sutharya	arXiv
2026-05-28	Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion	S. Sutharya	arXiv
2026-05-22	MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio	Qingcao Li	arXiv
2026-05-21	Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception	Nicolas M. Müller	arXiv
2026-05-18	Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection	Jun Xue	arXiv
2026-05-18	Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection	Yifan Liao	arXiv
2026-05-10	RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations	Hieu-Thi Luong	arXiv
2026-05-10	RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations	Hieu-Thi Luong	arXiv
2026-05-09	Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias	Aishwarya Fursule	arXiv
2026-05-08	Asymmetric Phase Coding Audio Watermarking	Guang Yang	arXiv
2026-05-07	Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features	Lisan Al Amin	arXiv
2026-05-05	Deepfake Audio Detection Using Self-supervised Fusion Representations	Khalid Zaman	arXiv
2026-05-04	Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings	Vamshi Nallaguntla	arXiv
2026-05-04	Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization	Tung Vu	arXiv
2026-04-29	Diffusion Reconstruction towards Generalizable Audio Deepfake Detection	Bo Cheng	arXiv
2026-04-28	Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection	Jaskirat Sudan	arXiv
2026-04-26	RTCFake: Speech Deepfake Detection in Real-Time Communication	Jun Xue	arXiv
2026-04-21	Environmental Sound Deepfake Detection Using Deep-Learning Framework	Lam Pham	arXiv
2026-04-21	Audio Spoof Detection with GaborNet	Waldek Maciejko	arXiv
2026-04-21	Environmental Sound Deepfake Detection Using Deep-Learning Framework	Lam Pham	arXiv
2026-04-19	HCFD: A Benchmark for Audio Deepfake Detection in Healthcare	Mohd Mujtaba Akhtar	arXiv
2026-04-17	ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection	Benjamin Chou	arXiv
2026-04-15	Classical Machine Learning Baselines for Deepfake Audio Detection on the Fake-or-Real Dataset	Faheem Ahmad	arXiv
2026-04-14	ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks	Aurosweta Mahapatra	arXiv
2026-04-13	StreamMark: A Deep Learning-Based Semi-Fragile Audio Watermarking for Proactive Deepfake Detection	Zhentao Liu	arXiv
2026-04-09	Quantum Vision Theory Applied to Audio Classification for Deepfake Speech Detection	Khalid Zaman	arXiv
2026-04-09	AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan	Yuankun Xie	arXiv
2026-04-09	DeepFense: A Unified, Modular, and Extensible Framework for Robust Deepfake Audio Detection	Yassine El Kheir	arXiv
2026-04-06	Joint Fullband-Subband Modeling for High-Resolution SingFake Detection	Xuanjun Chen	arXiv
2026-04-03	Split and Conquer Partial Deepfake Speech	Inbal Rimon	arXiv
2026-04-03	If It's Good Enough for You, It's Good Enough for Me: Transferability of Audio Sufficiencies across Models	David A. Kelly	arXiv
2026-04-01	TRACE: Training-Free Partial Audio Deepfake Detection via Embedding Trajectory Analysis of Speech Foundation Models	Awais Khan	arXiv
2026-03-30	Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought	Runkun Chen	arXiv
2026-03-29	A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators	Lam Pham	arXiv
2026-03-29	A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators	Lam Pham	arXiv
2026-03-27	AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection	Hai-Son Nguyen-Le	arXiv
2026-03-25	Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms	Yupei Li	arXiv
2026-03-24	Echoes: A semantically-aligned music deepfake detection dataset	Octavian Pascu	arXiv
2026-03-21	SNAP: Speaker Nulling for Artifact Projection in Speech Deepfake Detection	Kyudan Jung	arXiv
2026-03-20	Audio Avatar Fingerprinting: An Approach for Authorized Use of Voice Cloning in the Era of Synthetic Audio	Candice R. Gerstner	arXiv
2026-03-19	Enhancing Multi-Corpus Training in SSL-Based Anti-Spoofing Models: Domain-Invariant Feature Extraction	Anh-Tuan Dao	arXiv
2026-03-16	PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation	Vamshi Nallaguntla	arXiv
2026-03-16	Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments	Anacin	arXiv
2026-03-13	Understanding the strengths and weaknesses of SSL models for audio deepfake model attribution	Gabriel Pîrlogeanu	arXiv
2026-03-11	Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning	Artem Dvirniak	arXiv
2026-03-11	Probabilistic Verification of Voice Anti-Spoofing Models	Evgeny Kushnir	arXiv
2026-03-10	Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection	Jinyang Wu	arXiv
2026-03-09	Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis	Aishwarya Fursule	arXiv
2026-03-09	Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations	Urawee Thani	arXiv
2026-03-06	Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR	Ajinkya Kulkarni	arXiv
2026-03-06	How Well Do Current Speech Deepfake Detection Methods Generalize to the Real World?	Daixian Li	arXiv
2026-03-05	The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights	Han Yin	arXiv
2026-03-05	The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights	Han Yin	arXiv
2026-03-04	Cyclostationarity Analysis as a Complement to Self-Supervised Representations for Speech Deepfake Detection	Cemal Hanilçi	arXiv
2026-03-03	Does Fine-tuning by Reinforcement Learning Improve Generalization in Binary Speech Deepfake Detection?	Xin Wang	arXiv
2026-03-02	A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection	Hashim Ali	arXiv
2026-02-24	Assessing the Impact of Speaker Identity in Speech Spoofing Detection	Anh-Tuan Dao	arXiv
2026-02-18	How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection	Yixuan Xiao	arXiv
2026-02-14	BreathNet: Generalizable Audio Deepfake Detection via Breath-Cue-Guided Feature Refinement	Zhe Ye	arXiv
2026-02-05	HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection	Qing Wen	arXiv
2026-02-04	Fine-Grained Frame Modeling in Multi-head Self-Attention for Speech Deepfake Detection	Tuan Dat Phuong	arXiv
2026-02-04	HoliAntiSpoof: Audio LLM for Holistic Speech Anti-Spoofing	Xuenan Xu	arXiv
2026-02-03	WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection	Xi Xuan	arXiv
2026-02-01	HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection	Zhili Nicholas Liang	arXiv
2026-01-30	Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study	Alabi Ahmed	arXiv
2026-01-30	Towards Explicit Acoustic Evidence Perception in Audio LLMs for Speech Deepfake Detection	Xiaoxuan Guo	arXiv
2026-01-30	Divide and Conquer: Multimodal Video Deepfake Detection via Cross-Modal Fusion and Localization	Qingcao Li	arXiv
2026-01-29	Localizing Speech Deepfakes Beyond Transitions via Segment-Aware Learning	Yuchen Mao	arXiv
2026-01-28	Audio Deepfake Detection in the Age of Advanced Text-to-Speech models	Robin Singh	arXiv
2026-01-27	Audio Deepfake Detection at the First Greeting: "Hi!"	Haohan Shi	arXiv
2026-01-24	Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes	Gautam Siddharth Kashyap	arXiv
2026-01-21	WeDefense: A Toolkit to Defend Against Fake Audio	Lin Zhang	arXiv
2026-01-21	Multi-Task Transformer for Explainable Speech Deepfake Detection via Formant Modeling	Viola Negroni	arXiv
2026-01-20	Emotion and Acoustics Should Agree: Cross-Level Inconsistency Analysis for Audio Deepfake Detection	Jinhua Zhang	arXiv
2026-01-19	Context and Transcripts Improve Detection of Deepfake Audios of Public Figures	Chongyang Gao	arXiv
2026-01-12	ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan	Xueping Zhang	arXiv
2026-01-10	Lightweight Resolution-Aware Audio Deepfake Detection via Cross-Scale Attention and Consistency Learning	K. A. Shahriar	arXiv
2026-01-07	Analyzing Reasoning Shifts in Audio Deepfake Detection under Adversarial Attacks: The Reasoning Tax versus Shield Bifurcation	Binh Nguyen	arXiv
2026-01-06	Interpretable All-Type Audio Deepfake Detection with Audio LLMs via Frequency-Time Reinforcement Learning	Yuankun Xie	arXiv
2026-01-06	XLSR-MamBo: Scaling the Hybrid Mamba-Attention Backbone for Audio Deepfake Detection	Kwok-Ho Ng	arXiv
2026-01-06	Vulnerabilities of Audio-Based Biometric Authentication Systems Against Deepfake Speech Synthesis	Mengze Hong	arXiv
2026-01-02	Investigating the Viability of Employing Multi-modal Large Language Models in the Context of Audio Deepfake Detection	Akanksha Chuchra	arXiv
2025-12-31	Defense Against Synthetic Speech: Real-Time Detection of RVC Voice Conversion Attacks	Prajwal Chinchmalatpure	arXiv
2025-12-30	Environmental Sound Deepfake Detection Challenge: An Overview	Han Yin	arXiv
2025-12-25	Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning	Most. Sharmin Sultana Samu	arXiv
2025-12-23	EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge	Xiaoxuan Guo	arXiv
2025-12-21	Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs	Lisan Al Amin	arXiv
2025-12-20	A Data-Centric Approach to Generalizable Speech Deepfake Detection	Wen Huang	arXiv
2025-12-17	BEAT2AASIST model with layer fusion for ESDD 2026 Challenge	Sanghyeok Chung	arXiv
2025-12-15	HQ-MPSD: A Multilingual Artifact-Controlled Benchmark for Partial Deepfake Speech Detection	Menglu Li	arXiv
2025-12-15	Toward Noise-Aware Audio Deepfake Detection: Survey, SNR-Benchmarks, and Practical Recipes	Udayon Sen	arXiv
2025-12-12	The Affective Bridge: Unifying Feature Representations for Speech Deepfake Detection	Yupei Li	arXiv
2025-12-12	The Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection vian emotional Constraints	Yupei Li	arXiv
2025-12-10	Human perception of audio deepfakes: the role of language and speaking style	Eugenia San Segundo	arXiv
2025-12-09	DFALLM: Achieving Generalizable Multitask Deepfake Detection by Optimizing Audio LLM Components	Yupei Li	arXiv
2025-12-09	BUT Systems for Environmental Sound Deepfake Detection in the ESDD 2026 Challenge	Junyi Peng	arXiv
2025-12-08	MultiAPI Spoof: A Multi-API Dataset and Local-Attention Network for Speech Anti-spoofing Detection	Xueping Zhang	arXiv
2025-12-05	Technical Report of Nomi Team in the Environmental Sound Deepfake Detection Challenge 2026	Candy Olivia Mawalim	arXiv
2025-11-25	Continual Audio Deepfake Detection via Universal Adversarial Perturbation	Wangjie Li	arXiv
2025-11-13	Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces	Farhan Sheth	arXiv
2025-10-27	TwinShift: Benchmarking Audio Deepfake Detection across Synthesizer and Speaker Shifts	Jiyoung Hong	arXiv
2025-10-23	Can Current Detectors Catch Face-to-Voice Deepfake Attacks?	Nguyen Linh Bao Nguyen	arXiv
2025-10-22	EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection	Tong Zhang	arXiv
2025-10-14	FakeMark: Deepfake Speech Attribution With Watermarked Artifacts	Wanying Ge	arXiv
2025-10-06	WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection	Xi Xuan	arXiv
2025-10-03	Forensic Similarity for Speech Deepfakes	Viola Negroni	arXiv
2025-09-30	On Deepfake Voice Detection -- It's All in the Presentation	Héctor Delgado	arXiv
2025-09-29	Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing	Manasi Chhibber	arXiv
2025-09-28	Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment	Pu Huang	arXiv
2025-09-26	Zero-Day Audio DeepFake Detection via Retrieval Augmentation and Profile Matching	Xuechen Liu	arXiv
2025-09-25	Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection	Duc-Tuan Truong	arXiv
2025-09-25	QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection	Duc-Tuan Truong	arXiv
2025-09-25	AUDDT: Audio Unified Deepfake Detection Benchmark Toolkit	Yi Zhu	arXiv
2025-09-24	SEA-Spoof: Bridging The Gap in Multilingual Audio Deepfake Detection for South-East Asian	Jinyang Wu	arXiv
2025-09-23	Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World	Visar Berisha	arXiv
2025-09-22	Attention-based Mixture of Experts for Robust Speech Deepfake Detection	Viola Negroni	arXiv
2025-09-21	FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection	Zeyu Xie	arXiv
2025-09-18	How Does Instrumental Music Help SingFake Detection?	Xuanjun Chen	arXiv
2025-09-17	Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection	Janne Laakkonen	arXiv
2025-09-15	Improving Out-of-Domain Audio Deepfake Detection via Layer Selection and Fusion of SSL-Based Countermeasures	Pierre Serrano	arXiv
2025-09-13	Emoanti: audio anti-deepfake with refined emotion-guided representations	Xiaokang Li	arXiv
2025-09-12	Towards Data Drift Monitoring for Speech Deepfake Detection in the context of MLOps	Xin Wang	arXiv
2025-09-11	Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems	Chin Yuen Kwok	arXiv
2025-09-11	MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection	Zihan Pan	arXiv
2025-09-10	Audio Deepfake Verification	Li Wang	arXiv
2025-09-09	When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection	Bin Hu	arXiv
2025-09-08	Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study	Kutub Uddin	arXiv
2025-09-08	Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake	Liping Chen	arXiv
2025-09-05	XMUspeech Systems for the ASVspoof 5 Challenge	Wangjie Li	arXiv
2025-09-04	Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection	Yunqi Hao	arXiv
2025-09-04	NE-PADD: Leveraging Named Entity Knowledge for Robust Partial Audio Deepfake Detection via Attention Aggregation	Huhong Xian	arXiv
2025-09-04	AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds	Qizhou Wang	arXiv
2025-09-03	Multi-level SSL Feature Gating for Audio Deepfake Detection	Hoan My Tran	arXiv
2025-09-02	Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models	Sandipana Dowerah	arXiv
2025-08-29	Generalizable Audio Spoofing Detection using Non-Semantic Representations	Arnab Das	arXiv
2025-08-28	Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System	Hashim Ali	arXiv
2025-08-14	Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform	Yuankun Xie	arXiv
2025-08-13	Perturbed Public Voices (P$^{2}$V): A Dataset for Robust Audio Deepfake Detection	Chongyang Gao	arXiv
2025-08-12	Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative	Xi Xuan	arXiv
2025-08-11	SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis	Vojtěch Staněk	arXiv
2025-08-06	ESDD 2026: Environmental Sound Deepfake Detection Challenge Evaluation Plan	Han Yin	arXiv
2025-08-06	Multilingual Source Tracing of Speech Deepfakes: A First Benchmark	Xi Xuan	arXiv
2025-08-04	Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework	Andrea Di Pierno	arXiv
2025-08-03	Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere	Mingru Yang	arXiv
2025-08-02	Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations	Haohan Shi	arXiv
2025-08-01	Fusion of Modulation Spectrogram and SSL with Multi-head Attention for Fake Speech Detection	Rishith Sadashiv T N	arXiv
2025-07-29	SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods	Wen Huang	arXiv
2025-07-27	Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection	Yassine El Kheir	arXiv
2025-07-22	LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech	Xuechen Liu	arXiv
2025-07-20	Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection	Menglu Li	arXiv
2025-07-17	Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes	Zhou Feng	arXiv
2025-07-17	SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks	Kutub Uddin	arXiv
2025-07-15	Towards Scalable AASIST: Refining Graph Attention for Speech Deepfake Detection	Ivan Viakhirev	arXiv
2025-07-11	Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection	Davide Salvi	arXiv
2025-07-11	RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing	Yang Xiao	arXiv
2025-07-09	Open-Set Source Tracing of Audio Deepfake Systems	Nicholas Klein	arXiv
2025-07-07	Evaluating Fake Music Detection Performance Under Audio Augmentations	Tomasz Sroka	arXiv
2025-07-04	Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation	Hieu-Thi Luong	arXiv
2025-07-02	Generalizable Detection of Audio Deepfakes	Jose A. Lopez	arXiv
2025-06-30	Collecting, Curating, and Annotating Good Quality Speech deepfake dataset for Famous Figures: Process and Challenges	Hashim Ali	arXiv
2025-06-26	Post-training for Deepfake Speech Detection	Wanying Ge	arXiv
2025-06-23	IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection	Abhay Kumar	arXiv
2025-06-17	A Comparative Study on Proactive and Passive Detection of Deepfake Speech	Chia-Hua Wu	arXiv
2025-06-17	Manipulated Regions Localization For Partially Deepfake Audio: A Survey	Jiayi He	arXiv
2025-06-14	Towards Neural Audio Codec Source Parsing	Orchid Chetia Phukan	arXiv
2025-06-13	From Sharpness to Better Generalization for Speech Deepfake Detection	Wen Huang	arXiv
2025-06-11	Unmasking real-world audio deepfakes: A data-centric approach	David Combei	arXiv
2025-06-10	Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization	Qilin Yin	arXiv
2025-06-10	Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages	Rishabh Ranjan	arXiv
2025-06-08	Towards Generalized Source Tracing for Codec-Based Deepfake Speech	Xuanjun Chen	arXiv
2025-06-07	SynHate: Detecting Hate Speech in Synthetic Deepfake Audio	Rishabh Ranjan	arXiv
2025-06-07	Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection?	Bikash Dutta	arXiv
2025-06-06	TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes	Adriana Stan	arXiv
2025-06-03	A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations	Petr Grinberg	arXiv
2025-06-03	Trusted Fake Audio Detection Based on Dirichlet Distribution	Chi Ding	arXiv
2025-06-03	PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing	You Zhang	arXiv
2025-06-02	Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion	Ajinkya Kulkarni	arXiv
2025-05-31	XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark	Ioan-Paul Ciobanu	arXiv
2025-05-31	RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection	Ruibo Fu	arXiv
2025-05-30	Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection	Falih Gozi Febrinanto	arXiv
2025-05-29	Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes	Neta Glazer	arXiv
2025-05-26	STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution	Anton Firc	arXiv
2025-05-25	EnvSDD: Benchmarking Environmental Sound Deepfake Detection	Han Yin	arXiv
2025-05-23	What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection	Binh Nguyen	arXiv
2025-05-20	Replay Attacks Against Audio Deepfake Detection	Nicolas Müller	arXiv
2025-05-20	Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing	Yang Xiao	arXiv
2025-05-20	Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection	Taewoo Kim	arXiv
2025-05-20	BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention	Yassine El Kheir	arXiv
2025-05-20	Forensic deepfake audio detection using segmental speech features	Tianle Yang	arXiv
2025-05-20	Source Verification for Speech Deepfakes	Viola Negroni	arXiv
2025-05-19	Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy	Xuanjun Chen	arXiv
2025-05-16	ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection	Hao Gu	arXiv
2025-05-16	BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset	Istiaq Ahmed Fahad	arXiv
2025-05-10	Beyond Identity: A Generalizable Approach for Deepfake Audio Detection	Yasaman Ahmadiadli	arXiv
2025-04-29	End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation	Andrea Di Pierno	arXiv
2025-04-22	FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning	Ju Yeon Kang	arXiv
2025-04-16	Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios	Haohan Shi	arXiv
2025-04-15	Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy	Botao Zhao	arXiv
2025-04-14	SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech Synthesis	Zhisheng Zhang	arXiv
2025-04-09	Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception	Yuankun Xie	arXiv
2025-04-08	Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing	Tianchi Liu	arXiv
2025-03-23	Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching	Emma Coletta	arXiv
2025-03-21	Measuring the Robustness of Audio Deepfake Detectors	Xiang Li	arXiv
2025-03-15	Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection	Qixian Chen	arXiv
2025-02-27	DIN-CTS: Low-Complexity Depthwise-Inception Neural Network with Contrastive Training Strategy for Deepfake Speech Detection	Lam Pham	arXiv
2025-02-27	DeePen: Penetration Testing for Audio Deepfake Detection	Nicolas Müller	arXiv
2025-02-20	Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis	Kevin Warren	arXiv
2025-02-15	Generalizable speech deepfake detection via meta-learned LoRA	Janne Laakkonen	arXiv
2025-02-14	A Preliminary Exploration with GPT-4o Voice Mode	Yu-Xiang Lin	arXiv
2025-02-13	SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops	Eshaq Jamdar	arXiv
2025-02-13	ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech	Xin Wang	arXiv
2025-02-06	XAttnMark: Learning Robust Audio Watermarking with Cross-Attention	Yixin Liu	arXiv
2025-02-05	Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection	Yassine El Kheir	arXiv
2025-01-24	Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation	Wen Huang	arXiv
2025-01-23	What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain	Petr Grinberg	arXiv
2025-01-21	Transferable Adversarial Attacks on Audio Deepfake Detection	Muhammad Umar Farooq	arXiv
2025-01-14	CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset	Xuanjun Chen	arXiv
2025-01-11	Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition	Yuankun Xie	arXiv
2025-01-09	Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection	Inbal Rimon	arXiv
2025-01-09	SIGNL: A Label-Efficient Audio Deepfake Detection System via Spectral-Temporal Graph Non-Contrastive Learning	Falih Gozi Febrinanto	arXiv
2025-01-09	DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2024-12-24	Explaining Speaker and Spoof Embeddings via Probing	Xuechen Liu	arXiv
2024-12-23	Are audio DeepFake detection models polyglots?	Bartłomiej Marek	arXiv
2024-12-23	Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution	Orchid Chetia Phukan	arXiv
2024-12-17	Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes	Kuiyuan Zhang	arXiv
2024-12-16	Region-Based Optimization in Continual Learning for Audio Deepfake Detection	Yujie Chen	arXiv
2024-12-12	Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection	Yangguang Feng	arXiv
2024-12-02	Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio	Xinrui Yan	arXiv
2024-11-30	From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview	Yupei Li	arXiv
2024-11-29	Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices	Awais Khan	arXiv
2024-11-26	Comparative Analysis of ASR Methods for Speech Deepfake Detection	Davide Salvi	arXiv
2024-11-22	VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space	Armani Rodriguez	arXiv
2024-11-21	Listening for Expert Identified Linguistic Features: Assessment of Audio Deepfake Discernment among Undergraduate Students	Noshaba N. Bhalli	arXiv
2024-11-14	Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation	Kuiyuan Zhang	arXiv
2024-11-08	Toward Transdisciplinary Approaches to Audio Deepfake Discernment	Vandana P. Janeja	arXiv
2024-10-31	I Can Hear You: Selective Robust Training for Deepfake Audio Detection	Zirui Zhang	arXiv
2024-10-28	Mitigating Unauthorized Speech Synthesis for Voice Protection	Zhisheng Zhang	arXiv
2024-10-27	Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes	Ivan Kukanov	arXiv
2024-10-21	ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection	Zahra Khanjani	arXiv
2024-10-13	Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset	Hideyuki Oiso	arXiv
2024-10-11	Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection	Chu-Hsuan Abraham Lin	arXiv
2024-10-09	Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap	Georgia Channing	arXiv
2024-10-09	Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge	Yi Zhu	arXiv
2024-10-09	Diffuse or Confuse: A Diffusion Deepfake Speech Dataset	Anton Firc	arXiv
2024-10-09	Can DeepFake Speech be Reliably Detected?	Hongbin Liu	arXiv
2024-10-06	Where are we in audio deepfake detection? A systematic analysis over generative and detection models	Xiang Li	arXiv
2024-10-04	A Multimodal Framework for Deepfake Detection	Kashish Gandhi	arXiv
2024-10-01	Augmentation through Laundering Attacks for Audio Spoof Detection	Hashim Ali	arXiv
2024-09-26	Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection	Davide Salvi	arXiv
2024-09-24	Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection	Orchid Chetia Phukan	arXiv
2024-09-24	Leveraging Mixture of Experts for Improved Speech Deepfake Detection	Viola Negroni	arXiv
2024-09-23	A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection	Lam Pham	arXiv
2024-09-23	LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation	Hieu-Thi Luong	arXiv
2024-09-23	Room Impulse Responses help attackers to evade Deep Fake Detection	Hieu-Thi Luong	arXiv
2024-09-21	Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition	Orchid Chetia Phukan	arXiv
2024-09-18	Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0	Zhiyong Wang	arXiv
2024-09-18	SpoofCeleb: Speech Deepfake Detection and SASV In The Wild	Jee-weon Jung	arXiv
2024-09-14	SafeEar: Content Privacy-Preserving Audio Deepfake Detection	Xinfeng Li	arXiv
2024-09-13	DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset	Jiawei Du	arXiv
2024-09-11	D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack	Hong-Hanh Nguyen-Le	arXiv
2024-09-09	Continuous Learning of Transformer-based Audio Deepfake Detection	Tuan Duy Nguyen Le	arXiv
2024-09-08	Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection	Theophile Stourbe	arXiv
2024-09-03	USTC-KXDIGIT System Description for ASVspoof5 Challenge	Yihao Chen	arXiv
2024-08-30	Utilizing Speaker Profiles for Impersonation Audio Detection	Hao Gu	arXiv
2024-08-30	AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge	Kirill Borodin	arXiv
2024-08-27	Is Audio Spoof Detection Robust to Laundering Attacks?	Hashim Ali	arXiv
2024-08-26	A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection	Xuechen Liu	arXiv
2024-08-25	Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals	Viola Negroni	arXiv
2024-08-23	Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples	Zhenyu Wang	arXiv
2024-08-20	Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?	Yuankun Xie	arXiv
2024-08-20	A Noval Feature via Color Quantisation for Fake Audio Detection	Zhiyong Wang	arXiv
2024-08-19	ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge	Juan M. Martín-Doñas	arXiv
2024-08-14	WavLM model ensemble for audio deepfake detection	David Combei	arXiv
2024-08-13	Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge	Yuankun Xie	arXiv
2024-08-09	ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild	Jiangyan Yi	arXiv
2024-07-26	SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection	Yi Zhu	arXiv
2024-07-14	Advancing Continual Learning for Robust Deepfake Audio Classification	Feiyi Dong	arXiv
2024-07-11	An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio	Siding Zeng	arXiv
2024-07-10	Source Tracing of Audio Deepfake Systems	Nicholas Klein	arXiv
2024-07-10	Targeted Augmented Data for Audio Deepfake Detection	Marcella Astrid	arXiv
2024-07-03	Towards Attention-based Contrastive Learning for Audio Spoof Detection	Chirag Goel	arXiv
2024-07-01	Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models	Lam Pham	arXiv
2024-06-24	One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection	Hyun Myung Kim	arXiv
2024-06-20	A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection	Kyungbok Lee	arXiv
2024-06-14	Frequency-mix Knowledge Distillation for Fake Speech Detection	Cunhang Fan	arXiv
2024-06-13	Interpretable Temporal Class Activation Representation for Audio Spoofing Detection	Menglu Li	arXiv
2024-06-12	FakeSound: Deepfake General Audio Detection	Zeyu Xie	arXiv
2024-06-12	Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio	Yi Lu	arXiv
2024-06-11	CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems	Haibin Wu	arXiv
2024-06-10	RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection	Yujie Chen	arXiv
2024-06-05	Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy	Yuankun Xie	arXiv
2024-06-05	Harder or Different? Understanding Generalization of Audio Deepfake Detection	Nicolas M. Müller	arXiv
2024-06-05	Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection	Xiaopeng Wang	arXiv
2024-06-05	Generalized Fake Audio Detection via Deep Stable Learning	Zhiyong Wang	arXiv
2024-06-05	Singing Voice Graph Modeling for SingFake Detection	Xuanjun Chen	arXiv
2024-05-14	Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning	Xiaohui Zhang	arXiv
2024-05-08	The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio	Yuankun Xie	arXiv
2024-05-03	Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models	Alessandro Pianese	arXiv
2024-04-26	An RFP dataset for Real, Fake, and Partially fake audio detection	Abdulazeez AlAli	arXiv
2024-04-24	CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning	Haolin Wu	arXiv
2024-04-23	Every Breath You Don't Take: Deepfake Speech Detection Using Breath	Seth Layton	arXiv
2024-04-22	Retrieval-Augmented Audio Deepfake Detection	Zuheng Kang	arXiv
2024-04-22	A Survey on Speech Deepfake Detection	Menglu Li	arXiv
2024-04-19	Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach	Mohammed Yousif	arXiv
2024-04-18	HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis	Zhuojia Wu	arXiv
2024-04-07	Cross-Domain Audio Deepfake Detection: Dataset and Analysis	Yuang Li	arXiv
2024-03-31	Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake	Orchid Chetia Phukan	arXiv
2024-03-26	Detection of Deepfake Environmental Audio	Hafsa Ouajdi	arXiv
2024-03-21	Exploring Green AI for Audio Deepfake Detection	Subhajit Saha	arXiv
2024-03-18	Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms	Jonat John Mathew	arXiv
2024-03-04	A robust audio deepfake detection system via multi-view feature	Yujie Yang	arXiv
2024-02-28	PITCH: AI-assisted Tagging of Deepfake Audio Calls using Challenge-Response	Govind Mittal	arXiv
2024-02-22	Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence	Mahsa Salehi	arXiv
2024-02-09	A New Approach to Voice Authenticity	Nicolas M. Müller	arXiv
2024-01-24	MOS-FAD: Improving Fake Audio Detection Via Automatic Mean Opinion Score Prediction	Wangjin Zhou	arXiv
2024-01-17	MLAAD: The Multi-Language Audio Anti-Spoofing Dataset	Nicolas M. Müller	arXiv
2024-01-11	Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection	Lian Huang	arXiv
2024-01-04	AntiDeepFake: AI for Deep Fake Speech Recognition	Enkhtogtokh Togootogtokh	arXiv
2023-12-15	What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection	Xiaohui Zhang	arXiv
2023-12-13	Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier	Yinlin Guo	arXiv
2023-11-29	Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes	Pavel Korshunov	arXiv
2023-11-26	AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset	Zhixi Cai	arXiv
2023-11-06	MFAAN: Unveiling Audio Deepfakes with a Multi-Feature Authenticity Network	Karthik Sivarama Krishnan	arXiv
2023-10-05	Securing Voice Biometrics: One-Shot Learning Approach for Audio Deepfake Detection	Awais Khan	arXiv
2023-09-22	Deepfake audio as a data augmentation technique for training automatic speech to text transcription models	Alexandre R. Ferreira	arXiv
2023-09-15	Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection	Yi Zhu	arXiv
2023-09-15	HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods	Hyun-seo Shin	arXiv
2023-09-11	Towards generalisable and calibrated synthetic speech detection with self-supervised representations	Octavian Pascu	arXiv
2023-09-05	FSD: An Initial Chinese Dataset for Fake Song Detection	Yuankun Xie	arXiv
2023-09-02	Timbre-reserved Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2023-08-29	Audio Deepfake Detection: A Survey	Jiangyan Yi	arXiv
2023-08-22	Complex-valued neural networks for voice anti-spoofing	Nicolas M. Müller	arXiv
2023-08-20	The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 2023	Zexin Cai	arXiv
2023-08-19	Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection	Cunhang Fan	arXiv
2023-08-07	Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection	Xiaohui Zhang	arXiv
2023-07-28	All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection	Daniele Mari	arXiv
2023-07-13	Uncovering the Deceptions: An Analysis on Audio Spoofing Detection and Future Prospects	Rishabh Ranjan	arXiv
2023-07-03	An End-to-End Multi-Module Audio Deepfake Generation System for ADD Challenge 2023	Sheng Zhao	arXiv
2023-06-27	TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection	Jie Liu	arXiv
2023-06-27	Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection	Shunbo Dong	arXiv
2023-06-09	Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection	Chenglong Wang	arXiv
2023-06-08	Adaptive Fake Audio Detection with Low-Rank Model Squeezing	Xiaohui Zhang	arXiv
2023-06-02	Improved DeepFake Detection Using Whisper Features	Piotr Kawa	arXiv
2023-05-30	Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2023-05-25	Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion	Rui Liu	arXiv
2023-05-23	ADD 2023: the Second Audio Deepfake Detection Challenge	Jiangyan Yi	arXiv
2023-05-23	TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection	Chenglong Wang	arXiv
2023-05-23	Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features	Chenglong Wang	arXiv
2023-05-22	The defender's perspective on automatic speaker verification: An overview	Haibin Wu	arXiv
2023-05-18	Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms	Chang Zeng	arXiv
2023-04-25	AI-Synthesized Voice Detection Using Neural Vocoder Artifacts	Chengzhe Sun	arXiv
2023-03-02	Learning From Yourself: A Self-Distillation Method for Fake Speech Detection	Jun Xue	arXiv
2023-02-20	Hello Me, Meet the Real Me: Audio Deepfake Attacks on Voice Assistants	Domna Bilika	arXiv
2023-02-18	Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts	Chengzhe Sun	arXiv
2023-01-19	Warning: Humans Cannot Reliably Detect Speech Deepfakes	Kimberly T. Mai	arXiv
2023-01-08	Deepfake CAPTCHA: A Method for Preventing Fake Calls	Lior Yasur	arXiv
2022-12-30	Defense Against Adversarial Attacks on Audio DeepFake Detection	Piotr Kawa	arXiv
2022-12-16	Source Tracing: Detecting Voice Spoofing	Tinglong Zhu	arXiv
2022-11-15	Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder	Yuying Xie	arXiv
2022-11-11	SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection	Jiangyan Yi	arXiv
2022-11-10	EmoFake: An Initial Dataset for Emotion Fake Audio Detection	Yan Zhao	arXiv
2022-11-01	Waveform Boundary Detection for Partially Spoofed Audio	Zexin Cai	arXiv
2022-10-31	Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection	Luigi Attorresi	arXiv
2022-10-21	Adaptive re-calibration of channel-wise features for Adversarial Audio Classification	Vardhan Dongre	arXiv
2022-10-13	Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion	Yuxiang Zhang	arXiv
2022-10-12	SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection	Piotr Kawa	arXiv
2022-10-11	Deep Spectro-temporal Artifacts for Detecting Synthesized Speech	Xiaohui Liu	arXiv
2022-10-05	ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild	Xuechen Liu	arXiv
2022-09-28	Deepfake audio detection by speaker verification	Alessandro Pianese	arXiv
2022-09-26	Faked Speech Detection with Zero Prior Knowledge	Sahar Al Ajmi	arXiv
2022-09-16	TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection	Davide Salvi	arXiv
2022-08-21	Audio Deepfake Attribution: An Initial Dataset and Investigation	Xinrui Yan	arXiv
2022-08-20	An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio	Xinrui Yan	arXiv
2022-08-20	Fully Automated End-to-End Fake Audio Detection	Chenglong Wang	arXiv
2022-08-02	Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features	Jun Xue	arXiv
2022-07-12	CFAD: A Chinese Dataset for Fake Audio Detection	Haoxin Ma	arXiv
2022-06-27	Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection	Piotr Kawa	arXiv
2022-04-19	Audio Deep Fake Detection System with Neural Stitching for ADD 2022	Rui Yan	arXiv
2022-04-19	Time Domain Adversarial Voice Conversion for ADD 2022	Cheng Wen	arXiv
2022-04-11	The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	Lin Zhang	arXiv
2022-03-30	Does Audio Deepfake Detection Generalize?	Nicolas M. Müller	arXiv
2022-03-28	Attacker Attribution of Audio Deepfakes	Nicolas M. Müller	arXiv
2022-03-17	Towards a New Science of Disinformation	Claudio S. Pinhanez	arXiv
2022-03-03	The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge	Juan M. Martín-Doñas	arXiv
2022-02-25	Human Detection of Political Speech Deepfakes across Transcripts, Audio, and Video	Matthew Groh	arXiv
2022-02-17	ADD 2022: the First Audio Deep Synthesis Detection Challenge	Jiangyan Yi	arXiv
2022-02-14	Partially Fake Audio Detection by Self-attention-based Fake Span Discovery	Haibin Wu	arXiv
2022-02-09	CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking	Il-Youp Kwak	arXiv
2022-01-29	The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD Challenge	Ziyi Chen	arXiv
2021-12-06	Audio Deepfake Perceptions in College Going Populations	Gabrielle Watson	arXiv
2021-11-28	How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey	Zahra Khanjani	arXiv
2021-11-04	WaveFake: A Data Set to Facilitate Audio Deepfake Detection	Joel Frank	arXiv
2021-09-07	Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors	Hasam Khalid	arXiv
2021-09-01	ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection	Junichi Yamagishi	arXiv
2021-09-01	ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan	Héctor Delgado	arXiv
2021-08-11	FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset	Hasam Khalid	arXiv
2021-07-27	End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection	Hemlata Tak	arXiv
2021-07-26	Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection	Wanying Ge	arXiv
2021-07-26	UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021	Xinhui Chen	arXiv
2021-07-20	Human Perception of Audio Deepfakes	Nicolas M. Müller	arXiv
2021-04-20	Identification of fake stereo audio	Tianyun Liu	arXiv
2021-04-15	Continual Learning for Fake Audio Detection	Haoxin Ma	arXiv
2021-04-08	Generalized Spoofing Detection Inspired from Audio Generation Artifacts	Yang Gao	arXiv
2021-04-08	Half-Truth: A Partially Fake Audio Detection Dataset	Jiangyan Yi	arXiv
2020-11-07	Detection and Evaluation of human and machine generated speech in spoofing attacks on automatic speaker verification systems	Yang Gao	arXiv
2019-07-01	Analysis by Adversarial Synthesis -- A Novel Approach for Speech Vocoding	Ahmed Mustafa	arXiv
2019-04-13	Towards Vulnerability Analysis of Voice-Driven Interfaces and Countermeasures for Replay	Khalid Mahmood Malik	arXiv
2019-04-09	ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection	Massimiliano Todisco	arXiv

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Deepfake Speech Detection Papers

最后更新时间: 2026-08-27

发布日期	文章名	第一作者	链接
2026-08-26	A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography	Yigitcan Özer	arXiv
2026-08-25	Investigating voiced and unvoiced regions of speech for audio deepfake detection	Ganesh Sivaraman	arXiv
2026-08-25	On the Robustness of Audio Deepfake Detection under Audio Watermarking	Zi Qian Yong	arXiv
2026-08-24	AT-ADD: A Benchmark and Challenge for Robust and All-Type Audio Deepfake Detection	Yuankun Xie	arXiv
2026-08-20	Tracking the Trend in How Speech Synthesizers Deceive People	Milan Šalko	arXiv
2026-08-18	The Last Mile of Deepfake Speech Detection: An Industry-Academia Experience Report	Anton Firc	arXiv
2026-08-14	AT-ADD: All-Type Audio Deepfake Detection Challenge Summary	Yuankun Xie	arXiv
2026-08-13	Trajectory Dynamics in Self-Supervised Learning Latent Space for Audio Deepfake Detection	Tomás Andrade Weber	arXiv
2026-08-10	MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection	Yanqiu Li	arXiv
2026-08-06	AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks	Aurosweta Mahapatra	arXiv
2026-08-03	Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry	Seunghyun Kim	arXiv
2026-08-01	Hidden-Domain Routing for All-Type Audio Deepfake Detection	Yifan Gao	arXiv
2026-08-01	REIMU: Efficient Heterogeneous Hierarchical Reasoning for SSL-Based Speech Deepfake Detection	Kwok-Ho Ng	arXiv
2026-07-30	Cloned Voices, Real Consequences: Evaluating Bias in Political Deepfake Detection for Electoral Integrity in Brazil	Lucas Rafael Stefanel Gris	arXiv
2026-07-30	Teffic-Audio: Tell Fact from Fiction	Wan Lin	arXiv
2026-07-30	Teffic-Audio: Tell Fact from Fiction	Wan Lin	arXiv
2026-07-29	Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection	Haotian Mo	arXiv
2026-07-27	Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection	Mingrui Liang	arXiv
2026-07-24	How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection	Ivan Kukanov	arXiv
2026-07-23	Probing Speaker Identity Sensitivity in Audio Deepfake Detectors	Daniyal Kabir Dar	arXiv
2026-07-23	Toward Interpretable Speech Deepfake Detection using Artifact-Specific Experts and Calibrated Detection Scores	Viola Negroni	arXiv
2026-07-22	Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R	Yixuan Xiao	arXiv
2026-07-20	Time-Frequency Consistency Learning for Robust Speech Deepfake Detection	Jun Xue	arXiv
2026-07-20	Time-Frequency Consistency Learning for Robust Speech Deepfake Detection	Jun Xue	arXiv
2026-07-17	Component-Level Ensemble Fusion for Speech and Environmental Sound Deepfake Detection	André Runewicz	arXiv
2026-07-14	Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction	Mattia Tamiazzo	arXiv
2026-07-14	Traceback Translators Against Forgetting in Continual Fake Speech Detection	Enrico Gottardis	arXiv
2026-07-13	Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models	Yixuan Xiao	arXiv
2026-07-11	PC-Mix: Partial-Component Audio Spoofing Detection under Mixed Speech and Environmental Sound Conditions	Zhenshan Zhang	arXiv
2026-07-10	What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection	Aishwarya R. Fursule	arXiv
2026-07-09	Why Do You Say It Like That? A Phoneme-Level Framework for Explainable Speech Deepfake Detection	Anna Taylor	arXiv
2026-07-06	SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation	Linxi Li	arXiv
2026-07-03	DETECT-3B-Omni is Agnostic of Content and Demographics	Nicolas M. Müller	arXiv
2026-07-03	An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures	Santiago Rubio	arXiv
2026-06-29	Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection	Marjan Beheshti	arXiv
2026-06-29	Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin	Octavian Pascu	arXiv
2026-06-28	Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors	Nicolas M. Müller	arXiv
2026-06-24	What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations	Samuel Pagon	arXiv
2026-06-24	Supervised Post-training of Speech Foundation Models for Robust Adaptation in Speech Deepfake Detection	Zihan Pan	arXiv
2026-06-22	The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection	Nicolas M. Müller	arXiv
2026-06-17	FlowFake: Liquid Networks for Audio Deepfake Detection	Shivaay Dhondiyal	arXiv
2026-06-17	SingFox: A Multi-Lingual Singfake Detection Corpus	Arth J. Shah	arXiv
2026-06-15	Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection	Zhuodong Liu	arXiv
2026-06-15	XAI-Grounded Explanation Generation for Speech Deepfake Detection with Training-Free Multimodal Large Language Models	Yupei Li	arXiv
2026-06-15	Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection	Zhuodong Liu	arXiv
2026-06-13	Phonetically Explainable Speech Deepfake Detection	Manasi Chhibber	arXiv
2026-06-12	The Perceived Fragility of Explanations in Audio Models: Manipulation of Attribution with Unchanged Predictions	Piotr Kitłowski	arXiv
2026-06-09	Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge	Xueping Zhang	arXiv
2026-06-09	Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge	Xueping Zhang	arXiv
2026-06-08	Linguistically Augmented Audio Speech Data (LinguAS)	Ashley R. Keaton	arXiv
2026-06-08	Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing	Awais Khan	arXiv
2026-06-03	FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors	Sepehr Dehdashtian	arXiv
2026-05-28	Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion	S. Sutharya	arXiv
2026-05-28	Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion	S. Sutharya	arXiv
2026-05-22	MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio	Qingcao Li	arXiv
2026-05-21	Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception	Nicolas M. Müller	arXiv
2026-05-18	Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection	Jun Xue	arXiv
2026-05-18	Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection	Yifan Liao	arXiv
2026-05-10	RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations	Hieu-Thi Luong	arXiv
2026-05-10	RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations	Hieu-Thi Luong	arXiv
2026-05-09	Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias	Aishwarya Fursule	arXiv
2026-05-08	Asymmetric Phase Coding Audio Watermarking	Guang Yang	arXiv
2026-05-07	Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features	Lisan Al Amin	arXiv
2026-05-05	Deepfake Audio Detection Using Self-supervised Fusion Representations	Khalid Zaman	arXiv
2026-05-04	Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings	Vamshi Nallaguntla	arXiv
2026-05-04	Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization	Tung Vu	arXiv
2026-04-29	Diffusion Reconstruction towards Generalizable Audio Deepfake Detection	Bo Cheng	arXiv
2026-04-28	Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection	Jaskirat Sudan	arXiv
2026-04-26	RTCFake: Speech Deepfake Detection in Real-Time Communication	Jun Xue	arXiv
2026-04-21	Environmental Sound Deepfake Detection Using Deep-Learning Framework	Lam Pham	arXiv
2026-04-21	Audio Spoof Detection with GaborNet	Waldek Maciejko	arXiv
2026-04-21	Environmental Sound Deepfake Detection Using Deep-Learning Framework	Lam Pham	arXiv
2026-04-19	HCFD: A Benchmark for Audio Deepfake Detection in Healthcare	Mohd Mujtaba Akhtar	arXiv
2026-04-17	ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection	Benjamin Chou	arXiv
2026-04-15	Classical Machine Learning Baselines for Deepfake Audio Detection on the Fake-or-Real Dataset	Faheem Ahmad	arXiv
2026-04-14	ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks	Aurosweta Mahapatra	arXiv
2026-04-13	StreamMark: A Deep Learning-Based Semi-Fragile Audio Watermarking for Proactive Deepfake Detection	Zhentao Liu	arXiv
2026-04-09	Quantum Vision Theory Applied to Audio Classification for Deepfake Speech Detection	Khalid Zaman	arXiv
2026-04-09	AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan	Yuankun Xie	arXiv
2026-04-09	DeepFense: A Unified, Modular, and Extensible Framework for Robust Deepfake Audio Detection	Yassine El Kheir	arXiv
2026-04-06	Joint Fullband-Subband Modeling for High-Resolution SingFake Detection	Xuanjun Chen	arXiv
2026-04-03	Split and Conquer Partial Deepfake Speech	Inbal Rimon	arXiv
2026-04-03	If It's Good Enough for You, It's Good Enough for Me: Transferability of Audio Sufficiencies across Models	David A. Kelly	arXiv
2026-04-01	TRACE: Training-Free Partial Audio Deepfake Detection via Embedding Trajectory Analysis of Speech Foundation Models	Awais Khan	arXiv
2026-03-30	Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought	Runkun Chen	arXiv
2026-03-29	A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators	Lam Pham	arXiv
2026-03-29	A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators	Lam Pham	arXiv
2026-03-27	AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection	Hai-Son Nguyen-Le	arXiv
2026-03-25	Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms	Yupei Li	arXiv
2026-03-24	Echoes: A semantically-aligned music deepfake detection dataset	Octavian Pascu	arXiv
2026-03-21	SNAP: Speaker Nulling for Artifact Projection in Speech Deepfake Detection	Kyudan Jung	arXiv
2026-03-20	Audio Avatar Fingerprinting: An Approach for Authorized Use of Voice Cloning in the Era of Synthetic Audio	Candice R. Gerstner	arXiv
2026-03-19	Enhancing Multi-Corpus Training in SSL-Based Anti-Spoofing Models: Domain-Invariant Feature Extraction	Anh-Tuan Dao	arXiv
2026-03-16	PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation	Vamshi Nallaguntla	arXiv
2026-03-16	Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments	Anacin	arXiv
2026-03-13	Understanding the strengths and weaknesses of SSL models for audio deepfake model attribution	Gabriel Pîrlogeanu	arXiv
2026-03-11	Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning	Artem Dvirniak	arXiv
2026-03-11	Probabilistic Verification of Voice Anti-Spoofing Models	Evgeny Kushnir	arXiv
2026-03-10	Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection	Jinyang Wu	arXiv
2026-03-09	Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis	Aishwarya Fursule	arXiv
2026-03-09	Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations	Urawee Thani	arXiv
2026-03-06	Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR	Ajinkya Kulkarni	arXiv
2026-03-06	How Well Do Current Speech Deepfake Detection Methods Generalize to the Real World?	Daixian Li	arXiv
2026-03-05	The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights	Han Yin	arXiv
2026-03-05	The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights	Han Yin	arXiv
2026-03-04	Cyclostationarity Analysis as a Complement to Self-Supervised Representations for Speech Deepfake Detection	Cemal Hanilçi	arXiv
2026-03-03	Does Fine-tuning by Reinforcement Learning Improve Generalization in Binary Speech Deepfake Detection?	Xin Wang	arXiv
2026-03-02	A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection	Hashim Ali	arXiv
2026-02-24	Assessing the Impact of Speaker Identity in Speech Spoofing Detection	Anh-Tuan Dao	arXiv
2026-02-18	How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection	Yixuan Xiao	arXiv
2026-02-14	BreathNet: Generalizable Audio Deepfake Detection via Breath-Cue-Guided Feature Refinement	Zhe Ye	arXiv
2026-02-05	HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection	Qing Wen	arXiv
2026-02-04	Fine-Grained Frame Modeling in Multi-head Self-Attention for Speech Deepfake Detection	Tuan Dat Phuong	arXiv
2026-02-04	HoliAntiSpoof: Audio LLM for Holistic Speech Anti-Spoofing	Xuenan Xu	arXiv
2026-02-03	WST-X Series: Wavelet Scattering Transform for Interpretable Speech Deepfake Detection	Xi Xuan	arXiv
2026-02-01	HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection	Zhili Nicholas Liang	arXiv
2026-01-30	Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study	Alabi Ahmed	arXiv
2026-01-30	Towards Explicit Acoustic Evidence Perception in Audio LLMs for Speech Deepfake Detection	Xiaoxuan Guo	arXiv
2026-01-30	Divide and Conquer: Multimodal Video Deepfake Detection via Cross-Modal Fusion and Localization	Qingcao Li	arXiv
2026-01-29	Localizing Speech Deepfakes Beyond Transitions via Segment-Aware Learning	Yuchen Mao	arXiv
2026-01-28	Audio Deepfake Detection in the Age of Advanced Text-to-Speech models	Robin Singh	arXiv
2026-01-27	Audio Deepfake Detection at the First Greeting: "Hi!"	Haohan Shi	arXiv
2026-01-24	Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes	Gautam Siddharth Kashyap	arXiv
2026-01-21	WeDefense: A Toolkit to Defend Against Fake Audio	Lin Zhang	arXiv
2026-01-21	Multi-Task Transformer for Explainable Speech Deepfake Detection via Formant Modeling	Viola Negroni	arXiv
2026-01-20	Emotion and Acoustics Should Agree: Cross-Level Inconsistency Analysis for Audio Deepfake Detection	Jinhua Zhang	arXiv
2026-01-19	Context and Transcripts Improve Detection of Deepfake Audios of Public Figures	Chongyang Gao	arXiv
2026-01-12	ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan	Xueping Zhang	arXiv
2026-01-10	Lightweight Resolution-Aware Audio Deepfake Detection via Cross-Scale Attention and Consistency Learning	K. A. Shahriar	arXiv
2026-01-07	Analyzing Reasoning Shifts in Audio Deepfake Detection under Adversarial Attacks: The Reasoning Tax versus Shield Bifurcation	Binh Nguyen	arXiv
2026-01-06	Interpretable All-Type Audio Deepfake Detection with Audio LLMs via Frequency-Time Reinforcement Learning	Yuankun Xie	arXiv
2026-01-06	XLSR-MamBo: Scaling the Hybrid Mamba-Attention Backbone for Audio Deepfake Detection	Kwok-Ho Ng	arXiv
2026-01-06	Vulnerabilities of Audio-Based Biometric Authentication Systems Against Deepfake Speech Synthesis	Mengze Hong	arXiv
2026-01-02	Investigating the Viability of Employing Multi-modal Large Language Models in the Context of Audio Deepfake Detection	Akanksha Chuchra	arXiv
2025-12-31	Defense Against Synthetic Speech: Real-Time Detection of RVC Voice Conversion Attacks	Prajwal Chinchmalatpure	arXiv
2025-12-30	Environmental Sound Deepfake Detection Challenge: An Overview	Han Yin	arXiv
2025-12-25	Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning	Most. Sharmin Sultana Samu	arXiv
2025-12-23	EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge	Xiaoxuan Guo	arXiv
2025-12-21	Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs	Lisan Al Amin	arXiv
2025-12-20	A Data-Centric Approach to Generalizable Speech Deepfake Detection	Wen Huang	arXiv
2025-12-17	BEAT2AASIST model with layer fusion for ESDD 2026 Challenge	Sanghyeok Chung	arXiv
2025-12-15	HQ-MPSD: A Multilingual Artifact-Controlled Benchmark for Partial Deepfake Speech Detection	Menglu Li	arXiv
2025-12-15	Toward Noise-Aware Audio Deepfake Detection: Survey, SNR-Benchmarks, and Practical Recipes	Udayon Sen	arXiv
2025-12-12	The Affective Bridge: Unifying Feature Representations for Speech Deepfake Detection	Yupei Li	arXiv
2025-12-12	The Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection vian emotional Constraints	Yupei Li	arXiv
2025-12-10	Human perception of audio deepfakes: the role of language and speaking style	Eugenia San Segundo	arXiv
2025-12-09	DFALLM: Achieving Generalizable Multitask Deepfake Detection by Optimizing Audio LLM Components	Yupei Li	arXiv
2025-12-09	BUT Systems for Environmental Sound Deepfake Detection in the ESDD 2026 Challenge	Junyi Peng	arXiv
2025-12-08	MultiAPI Spoof: A Multi-API Dataset and Local-Attention Network for Speech Anti-spoofing Detection	Xueping Zhang	arXiv
2025-12-05	Technical Report of Nomi Team in the Environmental Sound Deepfake Detection Challenge 2026	Candy Olivia Mawalim	arXiv
2025-11-25	Continual Audio Deepfake Detection via Universal Adversarial Perturbation	Wangjie Li	arXiv
2025-11-13	Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces	Farhan Sheth	arXiv
2025-10-27	TwinShift: Benchmarking Audio Deepfake Detection across Synthesizer and Speaker Shifts	Jiyoung Hong	arXiv
2025-10-23	Can Current Detectors Catch Face-to-Voice Deepfake Attacks?	Nguyen Linh Bao Nguyen	arXiv
2025-10-22	EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection	Tong Zhang	arXiv
2025-10-14	FakeMark: Deepfake Speech Attribution With Watermarked Artifacts	Wanying Ge	arXiv
2025-10-06	WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection	Xi Xuan	arXiv
2025-10-03	Forensic Similarity for Speech Deepfakes	Viola Negroni	arXiv
2025-09-30	On Deepfake Voice Detection -- It's All in the Presentation	Héctor Delgado	arXiv
2025-09-29	Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing	Manasi Chhibber	arXiv
2025-09-28	Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment	Pu Huang	arXiv
2025-09-26	Zero-Day Audio DeepFake Detection via Retrieval Augmentation and Profile Matching	Xuechen Liu	arXiv
2025-09-25	Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection	Duc-Tuan Truong	arXiv
2025-09-25	QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection	Duc-Tuan Truong	arXiv
2025-09-25	AUDDT: Audio Unified Deepfake Detection Benchmark Toolkit	Yi Zhu	arXiv
2025-09-24	SEA-Spoof: Bridging The Gap in Multilingual Audio Deepfake Detection for South-East Asian	Jinyang Wu	arXiv
2025-09-23	Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World	Visar Berisha	arXiv
2025-09-22	Attention-based Mixture of Experts for Robust Speech Deepfake Detection	Viola Negroni	arXiv
2025-09-21	FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection	Zeyu Xie	arXiv
2025-09-18	How Does Instrumental Music Help SingFake Detection?	Xuanjun Chen	arXiv
2025-09-17	Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection	Janne Laakkonen	arXiv
2025-09-15	Improving Out-of-Domain Audio Deepfake Detection via Layer Selection and Fusion of SSL-Based Countermeasures	Pierre Serrano	arXiv
2025-09-13	Emoanti: audio anti-deepfake with refined emotion-guided representations	Xiaokang Li	arXiv
2025-09-12	Towards Data Drift Monitoring for Speech Deepfake Detection in the context of MLOps	Xin Wang	arXiv
2025-09-11	Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems	Chin Yuen Kwok	arXiv
2025-09-11	MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection	Zihan Pan	arXiv
2025-09-10	Audio Deepfake Verification	Li Wang	arXiv
2025-09-09	When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection	Bin Hu	arXiv
2025-09-08	Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study	Kutub Uddin	arXiv
2025-09-08	Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake	Liping Chen	arXiv
2025-09-05	XMUspeech Systems for the ASVspoof 5 Challenge	Wangjie Li	arXiv
2025-09-04	Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection	Yunqi Hao	arXiv
2025-09-04	NE-PADD: Leveraging Named Entity Knowledge for Robust Partial Audio Deepfake Detection via Attention Aggregation	Huhong Xian	arXiv
2025-09-04	AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds	Qizhou Wang	arXiv
2025-09-03	Multi-level SSL Feature Gating for Audio Deepfake Detection	Hoan My Tran	arXiv
2025-09-02	Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models	Sandipana Dowerah	arXiv
2025-08-29	Generalizable Audio Spoofing Detection using Non-Semantic Representations	Arnab Das	arXiv
2025-08-28	Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System	Hashim Ali	arXiv
2025-08-14	Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform	Yuankun Xie	arXiv
2025-08-13	Perturbed Public Voices (P$^{2}$V): A Dataset for Robust Audio Deepfake Detection	Chongyang Gao	arXiv
2025-08-12	Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative	Xi Xuan	arXiv
2025-08-11	SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis	Vojtěch Staněk	arXiv
2025-08-06	ESDD 2026: Environmental Sound Deepfake Detection Challenge Evaluation Plan	Han Yin	arXiv
2025-08-06	Multilingual Source Tracing of Speech Deepfakes: A First Benchmark	Xi Xuan	arXiv
2025-08-04	Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework	Andrea Di Pierno	arXiv
2025-08-03	Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere	Mingru Yang	arXiv
2025-08-02	Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations	Haohan Shi	arXiv
2025-08-01	Fusion of Modulation Spectrogram and SSL with Multi-head Attention for Fake Speech Detection	Rishith Sadashiv T N	arXiv
2025-07-29	SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods	Wen Huang	arXiv
2025-07-27	Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection	Yassine El Kheir	arXiv
2025-07-22	LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech	Xuechen Liu	arXiv
2025-07-20	Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection	Menglu Li	arXiv
2025-07-17	Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes	Zhou Feng	arXiv
2025-07-17	SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks	Kutub Uddin	arXiv
2025-07-15	Towards Scalable AASIST: Refining Graph Attention for Speech Deepfake Detection	Ivan Viakhirev	arXiv
2025-07-11	Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection	Davide Salvi	arXiv
2025-07-11	RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing	Yang Xiao	arXiv
2025-07-09	Open-Set Source Tracing of Audio Deepfake Systems	Nicholas Klein	arXiv
2025-07-07	Evaluating Fake Music Detection Performance Under Audio Augmentations	Tomasz Sroka	arXiv
2025-07-04	Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation	Hieu-Thi Luong	arXiv
2025-07-02	Generalizable Detection of Audio Deepfakes	Jose A. Lopez	arXiv
2025-06-30	Collecting, Curating, and Annotating Good Quality Speech deepfake dataset for Famous Figures: Process and Challenges	Hashim Ali	arXiv
2025-06-26	Post-training for Deepfake Speech Detection	Wanying Ge	arXiv
2025-06-23	IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection	Abhay Kumar	arXiv
2025-06-17	A Comparative Study on Proactive and Passive Detection of Deepfake Speech	Chia-Hua Wu	arXiv
2025-06-17	Manipulated Regions Localization For Partially Deepfake Audio: A Survey	Jiayi He	arXiv
2025-06-14	Towards Neural Audio Codec Source Parsing	Orchid Chetia Phukan	arXiv
2025-06-13	From Sharpness to Better Generalization for Speech Deepfake Detection	Wen Huang	arXiv
2025-06-11	Unmasking real-world audio deepfakes: A data-centric approach	David Combei	arXiv
2025-06-10	Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization	Qilin Yin	arXiv
2025-06-10	Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages	Rishabh Ranjan	arXiv
2025-06-08	Towards Generalized Source Tracing for Codec-Based Deepfake Speech	Xuanjun Chen	arXiv
2025-06-07	SynHate: Detecting Hate Speech in Synthetic Deepfake Audio	Rishabh Ranjan	arXiv
2025-06-07	Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection?	Bikash Dutta	arXiv
2025-06-06	TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes	Adriana Stan	arXiv
2025-06-03	A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations	Petr Grinberg	arXiv
2025-06-03	Trusted Fake Audio Detection Based on Dirichlet Distribution	Chi Ding	arXiv
2025-06-03	PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing	You Zhang	arXiv
2025-06-02	Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion	Ajinkya Kulkarni	arXiv
2025-05-31	XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark	Ioan-Paul Ciobanu	arXiv
2025-05-31	RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection	Ruibo Fu	arXiv
2025-05-30	Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection	Falih Gozi Febrinanto	arXiv
2025-05-29	Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes	Neta Glazer	arXiv
2025-05-26	STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution	Anton Firc	arXiv
2025-05-25	EnvSDD: Benchmarking Environmental Sound Deepfake Detection	Han Yin	arXiv
2025-05-23	What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection	Binh Nguyen	arXiv
2025-05-20	Replay Attacks Against Audio Deepfake Detection	Nicolas Müller	arXiv
2025-05-20	Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing	Yang Xiao	arXiv
2025-05-20	Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection	Taewoo Kim	arXiv
2025-05-20	BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention	Yassine El Kheir	arXiv
2025-05-20	Forensic deepfake audio detection using segmental speech features	Tianle Yang	arXiv
2025-05-20	Source Verification for Speech Deepfakes	Viola Negroni	arXiv
2025-05-19	Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy	Xuanjun Chen	arXiv
2025-05-16	ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection	Hao Gu	arXiv
2025-05-16	BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset	Istiaq Ahmed Fahad	arXiv
2025-05-10	Beyond Identity: A Generalizable Approach for Deepfake Audio Detection	Yasaman Ahmadiadli	arXiv
2025-04-29	End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation	Andrea Di Pierno	arXiv
2025-04-22	FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning	Ju Yeon Kang	arXiv
2025-04-16	Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios	Haohan Shi	arXiv
2025-04-15	Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy	Botao Zhao	arXiv
2025-04-14	SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech Synthesis	Zhisheng Zhang	arXiv
2025-04-09	Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception	Yuankun Xie	arXiv
2025-04-08	Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing	Tianchi Liu	arXiv
2025-03-23	Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching	Emma Coletta	arXiv
2025-03-21	Measuring the Robustness of Audio Deepfake Detectors	Xiang Li	arXiv
2025-03-15	Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection	Qixian Chen	arXiv
2025-02-27	DIN-CTS: Low-Complexity Depthwise-Inception Neural Network with Contrastive Training Strategy for Deepfake Speech Detection	Lam Pham	arXiv
2025-02-27	DeePen: Penetration Testing for Audio Deepfake Detection	Nicolas Müller	arXiv
2025-02-20	Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis	Kevin Warren	arXiv
2025-02-15	Generalizable speech deepfake detection via meta-learned LoRA	Janne Laakkonen	arXiv
2025-02-14	A Preliminary Exploration with GPT-4o Voice Mode	Yu-Xiang Lin	arXiv
2025-02-13	SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops	Eshaq Jamdar	arXiv
2025-02-13	ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech	Xin Wang	arXiv
2025-02-06	XAttnMark: Learning Robust Audio Watermarking with Cross-Attention	Yixin Liu	arXiv
2025-02-05	Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection	Yassine El Kheir	arXiv
2025-01-24	Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation	Wen Huang	arXiv
2025-01-23	What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain	Petr Grinberg	arXiv
2025-01-21	Transferable Adversarial Attacks on Audio Deepfake Detection	Muhammad Umar Farooq	arXiv
2025-01-14	CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset	Xuanjun Chen	arXiv
2025-01-11	Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition	Yuankun Xie	arXiv
2025-01-09	Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection	Inbal Rimon	arXiv
2025-01-09	SIGNL: A Label-Efficient Audio Deepfake Detection System via Spectral-Temporal Graph Non-Contrastive Learning	Falih Gozi Febrinanto	arXiv
2025-01-09	DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2024-12-24	Explaining Speaker and Spoof Embeddings via Probing	Xuechen Liu	arXiv
2024-12-23	Are audio DeepFake detection models polyglots?	Bartłomiej Marek	arXiv
2024-12-23	Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution	Orchid Chetia Phukan	arXiv
2024-12-17	Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes	Kuiyuan Zhang	arXiv
2024-12-16	Region-Based Optimization in Continual Learning for Audio Deepfake Detection	Yujie Chen	arXiv
2024-12-12	Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection	Yangguang Feng	arXiv
2024-12-02	Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio	Xinrui Yan	arXiv
2024-11-30	From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview	Yupei Li	arXiv
2024-11-29	Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices	Awais Khan	arXiv
2024-11-26	Comparative Analysis of ASR Methods for Speech Deepfake Detection	Davide Salvi	arXiv
2024-11-22	VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space	Armani Rodriguez	arXiv
2024-11-21	Listening for Expert Identified Linguistic Features: Assessment of Audio Deepfake Discernment among Undergraduate Students	Noshaba N. Bhalli	arXiv
2024-11-14	Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation	Kuiyuan Zhang	arXiv
2024-11-08	Toward Transdisciplinary Approaches to Audio Deepfake Discernment	Vandana P. Janeja	arXiv
2024-10-31	I Can Hear You: Selective Robust Training for Deepfake Audio Detection	Zirui Zhang	arXiv
2024-10-28	Mitigating Unauthorized Speech Synthesis for Voice Protection	Zhisheng Zhang	arXiv
2024-10-27	Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes	Ivan Kukanov	arXiv
2024-10-21	ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection	Zahra Khanjani	arXiv
2024-10-13	Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset	Hideyuki Oiso	arXiv
2024-10-11	Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection	Chu-Hsuan Abraham Lin	arXiv
2024-10-09	Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap	Georgia Channing	arXiv
2024-10-09	Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge	Yi Zhu	arXiv
2024-10-09	Diffuse or Confuse: A Diffusion Deepfake Speech Dataset	Anton Firc	arXiv
2024-10-09	Can DeepFake Speech be Reliably Detected?	Hongbin Liu	arXiv
2024-10-06	Where are we in audio deepfake detection? A systematic analysis over generative and detection models	Xiang Li	arXiv
2024-10-04	A Multimodal Framework for Deepfake Detection	Kashish Gandhi	arXiv
2024-10-01	Augmentation through Laundering Attacks for Audio Spoof Detection	Hashim Ali	arXiv
2024-09-26	Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection	Davide Salvi	arXiv
2024-09-24	Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection	Orchid Chetia Phukan	arXiv
2024-09-24	Leveraging Mixture of Experts for Improved Speech Deepfake Detection	Viola Negroni	arXiv
2024-09-23	A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection	Lam Pham	arXiv
2024-09-23	LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation	Hieu-Thi Luong	arXiv
2024-09-23	Room Impulse Responses help attackers to evade Deep Fake Detection	Hieu-Thi Luong	arXiv
2024-09-21	Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition	Orchid Chetia Phukan	arXiv
2024-09-18	Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0	Zhiyong Wang	arXiv
2024-09-18	SpoofCeleb: Speech Deepfake Detection and SASV In The Wild	Jee-weon Jung	arXiv
2024-09-14	SafeEar: Content Privacy-Preserving Audio Deepfake Detection	Xinfeng Li	arXiv
2024-09-13	DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset	Jiawei Du	arXiv
2024-09-11	D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack	Hong-Hanh Nguyen-Le	arXiv
2024-09-09	Continuous Learning of Transformer-based Audio Deepfake Detection	Tuan Duy Nguyen Le	arXiv
2024-09-08	Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection	Theophile Stourbe	arXiv
2024-09-03	USTC-KXDIGIT System Description for ASVspoof5 Challenge	Yihao Chen	arXiv
2024-08-30	Utilizing Speaker Profiles for Impersonation Audio Detection	Hao Gu	arXiv
2024-08-30	AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge	Kirill Borodin	arXiv
2024-08-27	Is Audio Spoof Detection Robust to Laundering Attacks?	Hashim Ali	arXiv
2024-08-26	A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection	Xuechen Liu	arXiv
2024-08-25	Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals	Viola Negroni	arXiv
2024-08-23	Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples	Zhenyu Wang	arXiv
2024-08-20	Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?	Yuankun Xie	arXiv
2024-08-20	A Noval Feature via Color Quantisation for Fake Audio Detection	Zhiyong Wang	arXiv
2024-08-19	ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge	Juan M. Martín-Doñas	arXiv
2024-08-14	WavLM model ensemble for audio deepfake detection	David Combei	arXiv
2024-08-13	Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge	Yuankun Xie	arXiv
2024-08-09	ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild	Jiangyan Yi	arXiv
2024-07-26	SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection	Yi Zhu	arXiv
2024-07-14	Advancing Continual Learning for Robust Deepfake Audio Classification	Feiyi Dong	arXiv
2024-07-11	An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio	Siding Zeng	arXiv
2024-07-10	Source Tracing of Audio Deepfake Systems	Nicholas Klein	arXiv
2024-07-10	Targeted Augmented Data for Audio Deepfake Detection	Marcella Astrid	arXiv
2024-07-03	Towards Attention-based Contrastive Learning for Audio Spoof Detection	Chirag Goel	arXiv
2024-07-01	Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models	Lam Pham	arXiv
2024-06-24	One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection	Hyun Myung Kim	arXiv
2024-06-20	A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection	Kyungbok Lee	arXiv
2024-06-14	Frequency-mix Knowledge Distillation for Fake Speech Detection	Cunhang Fan	arXiv
2024-06-13	Interpretable Temporal Class Activation Representation for Audio Spoofing Detection	Menglu Li	arXiv
2024-06-12	FakeSound: Deepfake General Audio Detection	Zeyu Xie	arXiv
2024-06-12	Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio	Yi Lu	arXiv
2024-06-11	CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems	Haibin Wu	arXiv
2024-06-10	RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection	Yujie Chen	arXiv
2024-06-05	Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy	Yuankun Xie	arXiv
2024-06-05	Harder or Different? Understanding Generalization of Audio Deepfake Detection	Nicolas M. Müller	arXiv
2024-06-05	Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection	Xiaopeng Wang	arXiv
2024-06-05	Generalized Fake Audio Detection via Deep Stable Learning	Zhiyong Wang	arXiv
2024-06-05	Singing Voice Graph Modeling for SingFake Detection	Xuanjun Chen	arXiv
2024-05-14	Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning	Xiaohui Zhang	arXiv
2024-05-08	The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio	Yuankun Xie	arXiv
2024-05-03	Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models	Alessandro Pianese	arXiv
2024-04-26	An RFP dataset for Real, Fake, and Partially fake audio detection	Abdulazeez AlAli	arXiv
2024-04-24	CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning	Haolin Wu	arXiv
2024-04-23	Every Breath You Don't Take: Deepfake Speech Detection Using Breath	Seth Layton	arXiv
2024-04-22	Retrieval-Augmented Audio Deepfake Detection	Zuheng Kang	arXiv
2024-04-22	A Survey on Speech Deepfake Detection	Menglu Li	arXiv
2024-04-19	Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach	Mohammed Yousif	arXiv
2024-04-18	HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis	Zhuojia Wu	arXiv
2024-04-07	Cross-Domain Audio Deepfake Detection: Dataset and Analysis	Yuang Li	arXiv
2024-03-31	Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake	Orchid Chetia Phukan	arXiv
2024-03-26	Detection of Deepfake Environmental Audio	Hafsa Ouajdi	arXiv
2024-03-21	Exploring Green AI for Audio Deepfake Detection	Subhajit Saha	arXiv
2024-03-18	Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms	Jonat John Mathew	arXiv
2024-03-04	A robust audio deepfake detection system via multi-view feature	Yujie Yang	arXiv
2024-02-28	PITCH: AI-assisted Tagging of Deepfake Audio Calls using Challenge-Response	Govind Mittal	arXiv
2024-02-22	Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence	Mahsa Salehi	arXiv
2024-02-09	A New Approach to Voice Authenticity	Nicolas M. Müller	arXiv
2024-01-24	MOS-FAD: Improving Fake Audio Detection Via Automatic Mean Opinion Score Prediction	Wangjin Zhou	arXiv
2024-01-17	MLAAD: The Multi-Language Audio Anti-Spoofing Dataset	Nicolas M. Müller	arXiv
2024-01-11	Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection	Lian Huang	arXiv
2024-01-04	AntiDeepFake: AI for Deep Fake Speech Recognition	Enkhtogtokh Togootogtokh	arXiv
2023-12-15	What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection	Xiaohui Zhang	arXiv
2023-12-13	Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier	Yinlin Guo	arXiv
2023-11-29	Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes	Pavel Korshunov	arXiv
2023-11-26	AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset	Zhixi Cai	arXiv
2023-11-06	MFAAN: Unveiling Audio Deepfakes with a Multi-Feature Authenticity Network	Karthik Sivarama Krishnan	arXiv
2023-10-05	Securing Voice Biometrics: One-Shot Learning Approach for Audio Deepfake Detection	Awais Khan	arXiv
2023-09-22	Deepfake audio as a data augmentation technique for training automatic speech to text transcription models	Alexandre R. Ferreira	arXiv
2023-09-15	Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection	Yi Zhu	arXiv
2023-09-15	HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods	Hyun-seo Shin	arXiv
2023-09-11	Towards generalisable and calibrated synthetic speech detection with self-supervised representations	Octavian Pascu	arXiv
2023-09-05	FSD: An Initial Chinese Dataset for Fake Song Detection	Yuankun Xie	arXiv
2023-09-02	Timbre-reserved Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2023-08-29	Audio Deepfake Detection: A Survey	Jiangyan Yi	arXiv
2023-08-22	Complex-valued neural networks for voice anti-spoofing	Nicolas M. Müller	arXiv
2023-08-20	The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 2023	Zexin Cai	arXiv
2023-08-19	Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection	Cunhang Fan	arXiv
2023-08-07	Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection	Xiaohui Zhang	arXiv
2023-07-28	All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection	Daniele Mari	arXiv
2023-07-13	Uncovering the Deceptions: An Analysis on Audio Spoofing Detection and Future Prospects	Rishabh Ranjan	arXiv
2023-07-03	An End-to-End Multi-Module Audio Deepfake Generation System for ADD Challenge 2023	Sheng Zhao	arXiv
2023-06-27	TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection	Jie Liu	arXiv
2023-06-27	Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection	Shunbo Dong	arXiv
2023-06-09	Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection	Chenglong Wang	arXiv
2023-06-08	Adaptive Fake Audio Detection with Low-Rank Model Squeezing	Xiaohui Zhang	arXiv
2023-06-02	Improved DeepFake Detection Using Whisper Features	Piotr Kawa	arXiv
2023-05-30	Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification	Qing Wang	arXiv
2023-05-25	Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion	Rui Liu	arXiv
2023-05-23	ADD 2023: the Second Audio Deepfake Detection Challenge	Jiangyan Yi	arXiv
2023-05-23	TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection	Chenglong Wang	arXiv
2023-05-23	Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features	Chenglong Wang	arXiv
2023-05-22	The defender's perspective on automatic speaker verification: An overview	Haibin Wu	arXiv
2023-05-18	Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms	Chang Zeng	arXiv
2023-04-25	AI-Synthesized Voice Detection Using Neural Vocoder Artifacts	Chengzhe Sun	arXiv
2023-03-02	Learning From Yourself: A Self-Distillation Method for Fake Speech Detection	Jun Xue	arXiv
2023-02-20	Hello Me, Meet the Real Me: Audio Deepfake Attacks on Voice Assistants	Domna Bilika	arXiv
2023-02-18	Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts	Chengzhe Sun	arXiv
2023-01-19	Warning: Humans Cannot Reliably Detect Speech Deepfakes	Kimberly T. Mai	arXiv
2023-01-08	Deepfake CAPTCHA: A Method for Preventing Fake Calls	Lior Yasur	arXiv
2022-12-30	Defense Against Adversarial Attacks on Audio DeepFake Detection	Piotr Kawa	arXiv
2022-12-16	Source Tracing: Detecting Voice Spoofing	Tinglong Zhu	arXiv
2022-11-15	Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder	Yuying Xie	arXiv
2022-11-11	SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection	Jiangyan Yi	arXiv
2022-11-10	EmoFake: An Initial Dataset for Emotion Fake Audio Detection	Yan Zhao	arXiv
2022-11-01	Waveform Boundary Detection for Partially Spoofed Audio	Zexin Cai	arXiv
2022-10-31	Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection	Luigi Attorresi	arXiv
2022-10-21	Adaptive re-calibration of channel-wise features for Adversarial Audio Classification	Vardhan Dongre	arXiv
2022-10-13	Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion	Yuxiang Zhang	arXiv
2022-10-12	SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection	Piotr Kawa	arXiv
2022-10-11	Deep Spectro-temporal Artifacts for Detecting Synthesized Speech	Xiaohui Liu	arXiv
2022-10-05	ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild	Xuechen Liu	arXiv
2022-09-28	Deepfake audio detection by speaker verification	Alessandro Pianese	arXiv
2022-09-26	Faked Speech Detection with Zero Prior Knowledge	Sahar Al Ajmi	arXiv
2022-09-16	TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection	Davide Salvi	arXiv
2022-08-21	Audio Deepfake Attribution: An Initial Dataset and Investigation	Xinrui Yan	arXiv
2022-08-20	An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio	Xinrui Yan	arXiv
2022-08-20	Fully Automated End-to-End Fake Audio Detection	Chenglong Wang	arXiv
2022-08-02	Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features	Jun Xue	arXiv
2022-07-12	CFAD: A Chinese Dataset for Fake Audio Detection	Haoxin Ma	arXiv
2022-06-27	Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection	Piotr Kawa	arXiv
2022-04-19	Audio Deep Fake Detection System with Neural Stitching for ADD 2022	Rui Yan	arXiv
2022-04-19	Time Domain Adversarial Voice Conversion for ADD 2022	Cheng Wen	arXiv
2022-04-11	The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance	Lin Zhang	arXiv
2022-03-30	Does Audio Deepfake Detection Generalize?	Nicolas M. Müller	arXiv
2022-03-28	Attacker Attribution of Audio Deepfakes	Nicolas M. Müller	arXiv
2022-03-17	Towards a New Science of Disinformation	Claudio S. Pinhanez	arXiv
2022-03-03	The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge	Juan M. Martín-Doñas	arXiv
2022-02-25	Human Detection of Political Speech Deepfakes across Transcripts, Audio, and Video	Matthew Groh	arXiv
2022-02-17	ADD 2022: the First Audio Deep Synthesis Detection Challenge	Jiangyan Yi	arXiv
2022-02-14	Partially Fake Audio Detection by Self-attention-based Fake Span Discovery	Haibin Wu	arXiv
2022-02-09	CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking	Il-Youp Kwak	arXiv
2022-01-29	The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD Challenge	Ziyi Chen	arXiv
2021-12-06	Audio Deepfake Perceptions in College Going Populations	Gabrielle Watson	arXiv
2021-11-28	How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey	Zahra Khanjani	arXiv
2021-11-04	WaveFake: A Data Set to Facilitate Audio Deepfake Detection	Joel Frank	arXiv
2021-09-07	Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors	Hasam Khalid	arXiv
2021-09-01	ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection	Junichi Yamagishi	arXiv
2021-09-01	ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan	Héctor Delgado	arXiv
2021-08-11	FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset	Hasam Khalid	arXiv
2021-07-27	End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection	Hemlata Tak	arXiv
2021-07-26	Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection	Wanying Ge	arXiv
2021-07-26	UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021	Xinhui Chen	arXiv
2021-07-20	Human Perception of Audio Deepfakes	Nicolas M. Müller	arXiv
2021-04-20	Identification of fake stereo audio	Tianyun Liu	arXiv
2021-04-15	Continual Learning for Fake Audio Detection	Haoxin Ma	arXiv
2021-04-08	Generalized Spoofing Detection Inspired from Audio Generation Artifacts	Yang Gao	arXiv
2021-04-08	Half-Truth: A Partially Fake Audio Detection Dataset	Jiangyan Yi	arXiv
2020-11-07	Detection and Evaluation of human and machine generated speech in spoofing attacks on automatic speaker verification systems	Yang Gao	arXiv
2019-07-01	Analysis by Adversarial Synthesis -- A Novel Approach for Speech Vocoding	Ahmed Mustafa	arXiv
2019-04-13	Towards Vulnerability Analysis of Voice-Driven Interfaces and Countermeasures for Replay	Khalid Mahmood Malik	arXiv
2019-04-09	ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection	Massimiliano Todisco	arXiv

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