Audio deepfake detection: A survey

J Yi, C Wang, J Tao, X Zhang, CY Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Audio deepfake detection is an emerging active topic. A growing number of literatures have
aimed to study deepfake detection algorithms and achieved effective performance, the …

Deepfake: definitions, performance metrics and standards, datasets, and a meta-review

E Altuncu, VNL Franqueira, S Li - Frontiers in Big Data, 2024 - frontiersin.org
Recent advancements in AI, especially deep learning, have contributed to a significant
increase in the creation of new realistic-looking synthetic media (video, image, and audio) …

Fake artificial intelligence generated contents (FAIGC): a survey of theories, detection methods, and opportunities

X Yu, Y Wang, Y Chen, Z Tao, D **, S Song… - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, generative artificial intelligence models, represented by Large Language
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …

[HTML][HTML] Video and audio deepfake datasets and open issues in deepfake technology: being ahead of the curve

Z Akhtar, TL Pendyala, VS Athmakuri - Forensic Sciences, 2024 - mdpi.com
The revolutionary breakthroughs in Machine Learning (ML) and Artificial Intelligence (AI) are
extensively being harnessed across a diverse range of domains, eg, forensic science …

Detecting Artificial Intelligence: A New Cyberarms Race Begins

M Campbell, M Jovanović - Computer, 2023 - ieeexplore.ieee.org
Detecting Artificial Intelligence: A New Cyberarms Race Begins Page 1 100 COMPUTER
PUBLISHED BY THE IEEE COMPUTER SOCIETY 0018-9162/23©2023IEEE IT INNOVATION …

Deepfake audio detection using spectrogram-based feature and ensemble of deep learning models

L Pham, P Lam, T Nguyen, H Nguyen… - 2024 IEEE 5th …, 2024 - ieeexplore.ieee.org
In this paper, we propose a deep-learning-based system for the task of deepfake audio
detection. This work is a part of the proposed toolchain for speech analysis in EUCINF …

Deepfakes in digital media forensics: Generation, AI-based detection and challenges

G Bendiab, H Haiouni, I Moulas, S Shiaeles - Journal of Information Security …, 2025 - Elsevier
Deepfake technology presents significant challenges for digital media forensics. As
deepfakes become increasingly sophisticated, the ability to detect and attribute manipulated …

Detection of Deepfake Environmental Audio

H Ouajdi, O Hadder, M Tailleur, M Lagrange… - arxiv preprint arxiv …, 2024 - arxiv.org
With the ever-rising quality of deep generative models, it is increasingly important to be able
to discern whether the audio data at hand have been recorded or synthesized. Although the …

From impersonation to authentication: techniques for identifying deep fake voices

BM Rabbi, E Haque, HS Huri, N Tabassum - 2024 - dspace.bracu.ac.bd
The proliferation of fake voices has become a concerning issue, making it increasingly
challenging to distinguish between authentic and fabricated audio recordings. Notable …

[HTML][HTML] 语音深度伪造及其检测技术研究进展

许裕雄, **斌, 谭舜泉, 黄继武 - **图象图形学报, 2024 - txtx.publish.founderss.cn
语音深度伪造技术是利用深度学**方法进行合成或生成语音的技术. 人工智能生成内容技术的
快速迭代与优化, 推动了语音深度伪造技术在伪造语音的自然度, 逼真度和多样性等方面取得 …