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