Voice biometrics is emerging as a robust approach for enhancing the protection of financial transactions. This innovative technology employs an individual's unique voice traits to verify their identity, delivering a more reliable and convenient process. By analyzing the nuances of voice data, voice biometrics can effectively separate legitimate use