Voice fraud, also known as speech fraud, represents a significant and emerging challenge for banks . This dishonest practice involves criminals mimicking a legitimate account holder's voice to authorize transactions, often bypassing traditional authentication systems. The increase in sophisticated AI technologies has made it easier for perpetrators

In an era where data security is paramount, traditional authentication methods are increasingly falling short. Biometric voice authentication emerges as a potent mechanism to bolster access management. Leveraging the unique characteristics of our vocal patterns, this technology offers a high level of precision in verifying user identity. By analyzi