Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights
Deep Learning has been successfully applied in diverse fields, and its impact on deepfake
detection is no exception. Deepfakes are fake yet realistic synthetic content that can be used …
detection is no exception. Deepfakes are fake yet realistic synthetic content that can be used …
Anomaly Detection of Deepfake Audio Based on Real Audio using Generative Adversarial Network Model
D Song, N Lee, J Kim, E Choi - IEEE Access, 2024 - ieeexplore.ieee.org
Deepfake audio causes damage not only to individuals and companies, but also to nations;
therefore, research on deepfake audio detection technology is crucial. Most existing …
therefore, research on deepfake audio detection technology is crucial. Most existing …
Diffuse or Confuse: A Diffusion Deepfake Speech Dataset
Advancements in artificial intelligence and machine learning have significantly improved
synthetic speech generation. This paper explores diffusion models, a novel method for …
synthetic speech generation. This paper explores diffusion models, a novel method for …
Comprehensive multiparametric analysis of human deepfake speech recognition
In this paper, we undertake a novel two-pronged investigation into the human recognition of
deepfake speech, addressing critical gaps in existing research. First, we pioneer an …
deepfake speech, addressing critical gaps in existing research. First, we pioneer an …
Automated Machine Learning Prototype for Detecting Phishing, Deepfakes, and Fraudulent Audio Patterns: A Systematic Literature Mapping
JAT Camargo, RAM Mellizo, JJC Narvaez - Colombian Conference on …, 2024 - Springer
The pervasiveness of cybercrime poses a significant threat to individuals and organizations
worldwide, particularly in the realm of audio-based interactions. To combat this evolving …
worldwide, particularly in the realm of audio-based interactions. To combat this evolving …
[PDF][PDF] MULTILINGUAL VOICE DEEPFAKE DATASET
FI TECHNOLOGIÍ, ÚI SYSTÉMŮ - IEEE/ACM Transactions on Audio …, 2023 - theses.cz
This thesis examines the area of voice deepfakes: their creation and detection. It describes
the state of current research and the methods of creating fake recordings. Furthermore, it …
the state of current research and the methods of creating fake recordings. Furthermore, it …
SAFE: Spiking Neural Network-based Audio Fidelity Evaluation
AA Khant, R Wijewickrama, M Jadliwala - openreview.net
Recent advancements in generative AI have enabled the creation of highly realistic synthetic
audio, posing significant challenges in voice authentication, media verification, and fraud …
audio, posing significant challenges in voice authentication, media verification, and fraud …