Growing sophisticated online safety threats are pushing a move toward greater secure verification methods. Voice recognition is rising as a potential alternative, providing a distinctive and convenient way to confirm a user's who they are. Unlike conventional passwords, which are susceptible to phishing , voiceprints are challenging to duplicate,