Voice authentication utilizes the unique characteristics of an individual's voice to authenticate their identity. This biometric technology offers a secure means of accessing devices, reducing the risk of unlawful access. By scrutinizing a user's speech patterns, voice authentication systems can separate legitimate users from fraudsters, strengthen