Voice scams represents a major concern to the safety of monetary operations. Increasingly clever criminals are leveraging voice biometrics technology to impersonate legitimate customers , allowing them to initiate fraudulent transfers . This emerging method bypasses traditional security measures, potentially leading to significant financial setback