Image de couverture de livre

Context and Transcripts Improve Detection of Deepfake Audios of Public Figures

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Gao, Chongyang, Postiglione, Marco, Baldwin, Julian, Denisenko, Natalia, Gortner, Isabel, Fosdick, Luke, Pulice, Chiara, Kraus, Sarit, Subrahmanian, V. S.
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence Sound
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Perturbed Public Voices (P$^{2}$V): A Dataset for Robust Audio Deepfake Detection
par: Gao, Chongyang, et autres
Publié: (2025)

Human-AI Ensembles Improve Deepfake Detection in Low-to-Medium Quality Videos
par: Postiglione, Marco, et autres
Publié: (2026)

DEMON: Diffusion Engine for Musical Orchestrated Noise
par: Fosdick, Ryan
Publié: (2026)

Not All Deepfakes Are Created Equal: Triaging Audio Forgeries for Robust Deepfake Singer Identification
par: Salvi, Davide, et autres
Publié: (2025)

ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection
par: Chou, Benjamin, et autres
Publié: (2026)

Diffusion Reconstruction towards Generalizable Audio Deepfake Detection
par: Cheng, Bo, et autres
Publié: (2026)

Generalizable Detection of Audio Deepfakes
par: Lopez, Jose A., et autres
Publié: (2025)

Detection of Deepfake Environmental Audio
par: Ouajdi, Hafsa, et autres
Publié: (2024)

Continual Audio Deepfake Detection via Universal Adversarial Perturbation
par: Li, Wangjie, et autres
Publié: (2025)

Source Tracing of Audio Deepfake Systems
par: Klein, Nicholas, et autres
Publié: (2024)

Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought
par: Chen, Runkun, et autres
Publié: (2026)

How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection
par: Xiao, Yixuan, et autres
Publié: (2026)

Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs
par: Zhang, Linhao, et autres
Publié: (2026)

Manipulated Regions Localization For Partially Deepfake Audio: A Survey
par: He, Jiayi, et autres
Publié: (2025)

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio
par: Li, Qingcao, et autres
Publié: (2026)

Improving Out-of-Domain Audio Deepfake Detection via Layer Selection and Fusion of SSL-Based Countermeasures
par: Serrano, Pierre, et autres
Publié: (2025)

DFALLM: Achieving Generalizable Multitask Deepfake Detection by Optimizing Audio LLM Components
par: Li, Yupei, et autres
Publié: (2025)

TwinShift: Benchmarking Audio Deepfake Detection across Synthesizer and Speaker Shifts
par: Hong, Jiyoung, et autres
Publié: (2025)

Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
par: Xie, Yuankun, et autres
Publié: (2024)

Transferable Adversarial Attacks on Audio Deepfake Detection
par: Farooq, Muhammad Umar, et autres
Publié: (2025)

Measuring the Robustness of Audio Deepfake Detectors
par: Li, Xiang, et autres
Publié: (2025)

Investigating the Viability of Employing Multi-modal Large Language Models in the Context of Audio Deepfake Detection
par: Chuchra, Akanksha, et autres
Publié: (2026)

TART: A Comprehensive Tool for Technique-Aware Audio-to-Tab Guitar Transcription
par: Gupta, Akshaj, et autres
Publié: (2025)

SEA-Spoof: Bridging The Gap in Multilingual Audio Deepfake Detection for South-East Asian
par: Wu, Jinyang, et autres
Publié: (2025)

Emotion and Acoustics Should Agree: Cross-Level Inconsistency Analysis for Audio Deepfake Detection
par: Zhang, Jinhua, et autres
Publié: (2026)

PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness Evaluation
par: Nallaguntla, Vamshi, et autres
Publié: (2026)

Beyond Transcripts: A Renewed Perspective on Audio Chaptering
par: Retkowski, Fabian, et autres
Publié: (2026)

Deepfake Audio Detection Using Self-supervised Fusion Representations
par: Zaman, Khalid, et autres
Publié: (2026)

SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection
par: HIdekel, Ido Nitzan, et autres
Publié: (2025)

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis
par: Fursule, Aishwarya, et autres
Publié: (2026)

Open-Set Source Tracing of Audio Deepfake Systems
par: Klein, Nicholas, et autres
Publié: (2025)

Continuous Learning of Transformer-based Audio Deepfake Detection
par: Le, Tuan Duy Nguyen, et autres
Publié: (2024)

Advancing Continual Learning for Robust Deepfake Audio Classification
par: Dong, Feiyi, et autres
Publié: (2024)

Retrieval-Augmented Audio Deepfake Detection
par: Kang, Zuheng, et autres
Publié: (2024)

Does Audio Deepfake Detection Generalize?
par: Müller, Nicolas M., et autres
Publié: (2022)

Interpretable All-Type Audio Deepfake Detection with Audio LLMs via Frequency-Time Reinforcement Learning
par: Xie, Yuankun, et autres
Publié: (2026)

Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations
par: Thani, Urawee, et autres
Publié: (2026)

Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments
par: Anacin, et autres
Publié: (2026)

Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
par: Amin, Lisan Al, et autres
Publié: (2026)

AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan
par: Xie, Yuankun, et autres
Publié: (2026)