In today's digital world, securing access to important information is paramount. Conventional authentication methods, such as passwords and PINs, are increasingly vulnerable to attacks. Biometric voice authentication offers a robust solution by leveraging the uniqueness of an individual's vocal patterns. This technology analyzes minute variations i