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C. Hanilçi is with Bursa Technical University, Bursa, Turkey. (e-mail: cemal.hanilci@btu.edu.tr). Md Sahidullah is with TCG CREST, Kolkata, India (e-mail: md.sahidullah@tcgcrest.org). T. Kinnunen is with the School of Computing, University of Eastern Finland, FI-80101 Joensuu, Finland (e-mail: tomi.kinnunen@uef.fi)
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Forget spectrograms: cyclostationarity-based features unlock a new dimension of spectral dependencies in speech, slashing deepfake detection error rates when combined with SSL embeddings.