Expanding advanced digital security threats are driving a change toward more secure authentication methods. Voice recognition is rising as a potential alternative, delivering a unique and convenient way to authenticate a user's identity . Unlike conventional passwords, which are vulnerable to theft , voiceprints are difficult to replicate , ensuri