S-MGAA adds pixel-channel enhancement and frequency compensation modules to improve audio deepfake detection on very short, degraded speech inputs.
Domain general- ization via aggregation and separation for audio deepfake detection,
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Audio Deepfake Detection at the First Greeting: "Hi!"
S-MGAA adds pixel-channel enhancement and frequency compensation modules to improve audio deepfake detection on very short, degraded speech inputs.