As lenders increasingly integrate voice-activated technologies, fraudsters are rapidly capitalizing these systems for fraudulent purposes. Voice fraud, dubbed voice phishing or spoofing, utilizes the manipulation with voice conversations to deceive individuals into revealing sensitive data. This