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WIKICROOK

Voice cloning

Machine-generated speech that imitates a specific person’s voice from recorded samples.

Voice cloning is machine-generated speech that imitates a specific person’s voice from recorded samples. A model learns patterns such as pitch, accent, cadence, and pronunciation, then produces new audio that sounds like the original speaker.

In cyber security, voice cloning matters because people often treat a familiar voice as proof of identity. Attackers can use cloned speech in phone scams, help-desk fraud, or urgent payment requests to pressure victims into bypassing normal checks. Defenders should never rely on voice alone for authentication. Strong controls include out-of-band verification, call-backs to known numbers, shared secrets, and careful monitoring for unusual requests. In memorial or assistant systems, voice cloning also raises governance concerns: the same realism that creates emotional impact can make impersonation easier if access controls, consent rules, and disclosure are weak.

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