This paper provides an AI-based approach to help students’ communication abilities, particularly focusing on underprivileged educational backgrounds, where up to 80% of students struggle with communication. The proposed solution uses cutting-edge machine learning and natural processing techniques to provide individualized, real-time feedback on grammar, as it recognizes the crucial errors made in the given input. This will be effective in both academic as well as career advancement. The model detects and resolves major mistakes made using the rules highlighted. Thus, helping the students develop competence and confidence in them for various contexts. It is a cost-effective approach, offered via an easily navigable web platform, and attempts to provide a scalable, reasonable platform for the students to handle and learn. By improving students’ communication skills in a variety of settings, the ultimate purpose is to establish a more equal learning environment that equips students for success in both classrooms and the external environment.

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An Ease Grammar Corrector with Integrated Speech Recognition and Feedback Application

  • G. Lavanya,
  • J. Jaba Jasphin,
  • J. Varalakshmi,
  • G. Pavithra,
  • K. M. Swetha,
  • P. Lakshmi Priya

摘要

This paper provides an AI-based approach to help students’ communication abilities, particularly focusing on underprivileged educational backgrounds, where up to 80% of students struggle with communication. The proposed solution uses cutting-edge machine learning and natural processing techniques to provide individualized, real-time feedback on grammar, as it recognizes the crucial errors made in the given input. This will be effective in both academic as well as career advancement. The model detects and resolves major mistakes made using the rules highlighted. Thus, helping the students develop competence and confidence in them for various contexts. It is a cost-effective approach, offered via an easily navigable web platform, and attempts to provide a scalable, reasonable platform for the students to handle and learn. By improving students’ communication skills in a variety of settings, the ultimate purpose is to establish a more equal learning environment that equips students for success in both classrooms and the external environment.