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Found 9 papers, 1 papers with code
Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching
The rise of AI-driven generative models has enabled the creation of highly realistic speech deepfakes - synthetic audio signals that can imitate target speakers' voices - raising critical security concerns.
Leveraging Mixture of Experts for Improved Speech Deepfake Detection
In this paper, we introduce a novel approach for enhancing speech deepfake detection performance using a Mixture of Experts architecture.
Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals
We analyze spliced audio tracks resulting from signal concatenation, investigate their artifacts and assess whether such artifacts introduce any bias in existing datasets.
Deepfake Media Forensics: State of the Art and Challenges Ahead
AI-generated synthetic media, also called Deepfakes, have significantly influenced so many domains, from entertainment to cybersecurity.
FairSSD: Understanding Bias in Synthetic Speech Detectors
In this work, we examine bias in existing synthetic speech detectors to determine if they will unfairly target a particular gender, age and accent group.
All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection
Recent advances in deep learning and computer vision have made the synthesis and counterfeiting of multimedia content more accessible than ever, leading to possible threats and dangers from malicious users.
Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection
The rapid spread of media content synthesis technology and the potentially damaging impact of audio and video deepfakes on people's lives have raised the need to implement systems able to detect these forgeries automatically.
Parametric Optimization of Violin Top Plates using Machine Learning
It allows us to both compute the vibrational behavior of an instrument from its geometry and optimize its shape for a given response.
A Data-Driven Approach to Violin Making
Of all the characteristics of a violin, those that concern its shape are probably the most important ones, as the violin maker has complete control over them.
