In today's cyber world, protecting access to critical information is paramount. Traditional authentication methods, such as passwords and PINs, are increasingly vulnerable to attacks. Biometric voice recognition offers a effective solution by leveraging the uniqueness of an individual's speech characteristics. This technology analyzes minute variat