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