In today's cyber world, protecting access to sensitive information is paramount. Classic authentication methods, such as passwords and PINs, are increasingly vulnerable to hacks. Biometric voice authentication offers a robust solution by leveraging the uniqueness of an individual's speech characteristics. This technology scrutinizes minute variatio