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Fairssd: Understanding bias in synthetic speech detectors
Methods that can generate synthetic speech which is perceptually indistinguishable from
speech recorded by a human speaker are easily available. Several incidents report misuse …
speech recorded by a human speaker are easily available. Several incidents report misuse …
Slim: Style-linguistics mismatch model for generalized audio deepfake detection
Audio deepfake detection (ADD) is crucial to combat the misuse of speech synthesized by
generative AI models. Existing ADD models suffer from generalization issues to unseen …
generative AI models. Existing ADD models suffer from generalization issues to unseen …
Are Recent Deepfake Speech Generators Detectable?
Deep learning methods can generate high-quality synthetic speech which is perceptually
indistinguishable from real human speech. Synthetic speech can be maliciously used for …
indistinguishable from real human speech. Synthetic speech can be maliciously used for …
Hybrid Transformer Architectures with Diverse Audio Features for Deepfake Speech Classification
The rise of synthetic speech technologies has triggered growing concerns about the
increasing difficulty in distinguishing between real and fake voices. In this context, we …
increasing difficulty in distinguishing between real and fake voices. In this context, we …
SSLCT: A Convolutional Transformer for Synthetic Speech Localization
Deep learning methods can now generate high quality synthetic speech which is
perceptually indistinguishable from real speech. As synthetic speech can be used for …
perceptually indistinguishable from real speech. As synthetic speech can be used for …
Machine Learning Approaches for Speech Forensics
AKS Yadav - 2024 - search.proquest.com
Several incidents report misuse of synthetic speech for impersonation attacks, spreading
misinformation, and supporting financial frauds. To counter such misuse, this dissertation …
misinformation, and supporting financial frauds. To counter such misuse, this dissertation …
Speech Forensics Using Machine Learning
K Bhagtani - 2025 - hammer.purdue.edu
High quality synthetic speech can now be generated and used maliciously. There is a need
of speech forensic tools to detect synthetic speech. Besides detection, it is important to …
of speech forensic tools to detect synthetic speech. Besides detection, it is important to …