AINeutralarXiv – CS AI · Mar 36/105
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A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection
Researchers introduced Spoof-SUPERB, a new benchmark for evaluating self-supervised learning models' ability to detect audio deepfakes. The study tested 20 SSL models and found that large-scale discriminative models like XLS-R and WavLM Large consistently outperformed others, especially under acoustic degradations.