Audio deepfake detection: A survey
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 …
aimed to study deepfake detection algorithms and achieved effective performance, the …
Deepfake: definitions, performance metrics and standards, datasets, and a meta-review
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) …
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
In recent years, generative artificial intelligence models, represented by Large Language
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …
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 …
extensively being harnessed across a diverse range of domains, eg, forensic science …
Detecting Artificial Intelligence: A New Cyberarms Race Begins
Detecting Artificial Intelligence: A New Cyberarms Race Begins Page 1 100 COMPUTER
PUBLISHED BY THE IEEE COMPUTER SOCIETY 0018-9162/23©2023IEEE IT INNOVATION …
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
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 …
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
Deepfake technology presents significant challenges for digital media forensics. As
deepfakes become increasingly sophisticated, the ability to detect and attribute manipulated …
deepfakes become increasingly sophisticated, the ability to detect and attribute manipulated …
Detection of Deepfake Environmental Audio
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 …
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 …
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 …
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 …