Securing access to critical systems has always been a paramount focus for organizations. Traditional methods like passwords and PINs are increasingly susceptible to attacks. Biometric voice authentication offers a robust alternative by leveraging the unique characteristics of a person's voice as a means of authentication. This technology analyzes