In today's online world, safeguarding access to critical information is paramount. Conventional authentication methods, such as passwords and authentication codes, are increasingly exposed to hacks. Biometric voice authentication offers a effective solution by leveraging the uniqueness of an individual's vocal patterns. This technology analyzes min