Voice biometrics is emerging as a robust approach for strengthening the protection of financial transactions. This advanced technology leverages an individual's unique voice traits to confirm their identity, providing a more trustworthy and convenient interaction. By analyzing the nuances of voice data, voice biometrics can consistently distinguish