Voice fraud is a rising threat, with criminals utilizing artificial intelligence (AI) to copyright individuals' voices for malicious purposes. This complex form of deception can have devastating consequences, compromising sensitive information and resulting financial losses. To address this changing threat, it's crucial to implement robust protect