In today's increasingly digital world, securing access to sensitive information and systems is paramount. Traditional authentication methods, such as passwords and PINs, are often vulnerable to breaches and phishing. , As a result, biometric voice authentication has emerged as a robust and reliable solution for enhancing security. By leveraging the

Voice fraud is a growing threat to the banking industry, victimizing millions of individuals worldwide. These criminals exploit vulnerabilities in transactional systems, impersonating trusted sources to trick unsuspecting customers into revealing sensitive information or authorizing fraudulent transactions. The "silent thief" operates with stealth

Voice biometrics is becoming mainstream as a robust and secure authentication method. This technology leverages the unique characteristics of an individual's voice to verify their identity. By analyzing parameters such as pitch, tone, and cadence, voice biometric systems can efficiently distinguish between genuine voices and imposters. Furthermore