A new framework compresses SSL-based audio deepfake detectors from 300M+ parameters down to 31.9M while achieving 6.3× FLOPs reduction, enabling deployment on smaller hardware.

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https://arxiv.org/abs/2610.05264

Researchers released the CompSpoof dataset, tagging authentic and forged audio components, plus a separation‑enhanced joint learning framework to detect component‑level spoofing. Read more: https://getnews.me/compspoof-dataset-introduces-component-level-audio-anti-spoofing/ #compspoof #audiosecurity

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www.prlog.org/13123966-how...

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