AI Meets Linguistics SayItRight: A Platform for Personalized Language Learning and Pronunciation Enhancement

With the increasing importance of English proficiency in daily life, language learners face challenges in achieving both comprehension and accurate pronunciation. This paper presents the development of "SayItRight," an Artificial Intelligence (AI)-powered platform for personalized language learning and pronunciation enhancement. SayItRight uses advanced speech analysis algorithms to evaluate user recordings, detect pronunciation errors, and provide real-time, actionable feedback. The platform integrates an interactive chatbot for dynamic learning and allows users to practice custom sentences, promoting a flexible and engaging learning environment. Key features include progress tracking, instructor feedback, and customizable learning pathways. Built with scalable web technologies, SayItRight offers a robust and interactive user experience. Additionally, the system incorporates a student-instructor model, enabling instructors to monitor progress and deliver tailored guidance. SayItRight demonstrates its potential as an innovative tool for improving speech skills and empowering learners from diverse backgrounds.