A Multimodal Hate Speech Classification Process Using Dual Feature Extraction Techniques Chibuike Onuoha1, Ikerionwu Charles2 and Obi Nwokonkwo1 Abstract Racist and ethnic violence, fabricated persecution, and some form of intimidation are all risks associated with hate speech, which is a concern with natural language processing. Given the sensitivity of hate