In today's increasingly digital world, safeguarding sensitive information has never been more crucial. Traditional authentication methods, such as passwords and PINs, are often voice biometrics software vulnerable to breaches and attacks. Voice biometrics, the science of identifying individuals based on their unique voice patterns, is emerging as a