2026
A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection
ICASSP 2026oral
Self-supervised learning (SSL) has transformed speech processing, with benchmarks such as SUPERB establishing fair comparisons across diverse downstream tasks. Despite it's security-critical importance, Audio deepfake detection has remained outside these efforts. In this work, we introduce Spoof-SUP…