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