Voice fraud represents a escalating danger for the banking sector, presenting a evolving threat . Criminals are routinely using voice cloning and synthetic speech technology to impersonate account holders, facilitating unauthorized transfers. This sophisticated form of fraud is challenging to identify , often bypassing traditional verification syst