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Editorial pencil sketch of a magnifying glass examining two identical sound waveforms on a screen, unable to distinguish original from processed audio
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MIDWATER

Standard Audio Processing Defeats State-of-the-Art Deepfake Detectors

VERIFIEDConfidence: 80%

The most widely deployed method for detecting audio deepfakes cannot tell the difference between a fabricated voice and a real one that has been cleaned up. That is the central finding of an unreviewed arXiv preprint from KTH Royal Institute of Technology (arXiv:2603.14033v1), submitted to Interspeech 2026 and not yet...

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