Voice fraud represents a major danger to the stability of financial operations. Increasingly advanced criminals are exploiting voice authentication technology to impersonate legitimate account holders , allowing them to authorize fraudulent transactions . This developing method bypasses traditional security measures, here potentially leading to sig