Natural Language Processing for Enhancing Communication in Special Education

Abstract

Natural Language Processing (NLP) has emerged as a transformative tool in enhancing communication for students in special education. By leveraging technologies such as speech-to-text, text-to-speech, sentiment analysis, and language translation, NLP enables personalized and accessible communication solutions for students with diverse needs. This paper explores the role of NLP in special education, analyzing its applications, benefits, and challenges. Using a mixed-methods approach, the study evaluates the effectiveness of NLP-driven tools in improving communication skills and engagement. The findings highlight the potential of NLP to foster inclusivity, enhance learning outcomes, and empower students with communication challenges.