Voice deception represents a rising concern to the security of monetary systems . Increasingly sophisticated criminals are utilizing voice authentication technology to pose as legitimate account holders , allowing them to initiate fraudulent transactions . This emerging tactic bypasses traditional security measures, potentially leading to significa