Voice scams represents a rising concern to the security of banking operations. Increasingly sophisticated criminals are exploiting voice biometrics technology to pose as legitimate account holders , allowing them to authorize fraudulent transfers . This emerging tactic bypasses traditional authentication measures, potentially leading to substantial