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Deep learning
Generalizable Speech Deepfake Detection Via Meta-Learned LoRA
November 9, 2025
Deep learning
Speech Technologies
Deepfake Detection
Generalization
Meta-Learning
KLASSify to Verify: Audio-Visual Deepfake Detection Using SSL-based Audio and Handcrafted Visual Features
October 27, 2025
Deep learning
Speech Technologies
Visual Features
Deepfake Detection
Partial Deepfakes
Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection
September 17, 2025
Deep learning
Speech Technologies
Mixture of Experts
Deepfake Detection
Generalization
Adaptation
Low-Rank Adaptation
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
November 12, 2024
Natural language processing
Deep learning
Cross-modal adaptation
Sentence embeddings
Semantic matching
Probing classifiers
Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing
November 11, 2024
Natural language processing
Deep learning
Cross-modal adaptation
Sentence embeddings
Semantic matching
Probing classifiers