Securing access to critical systems has always been a paramount concern 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 identification. This approach analyzes