This chapter is all about an advanced system by which the speech without sound will be recognized, and the equivalent script will be generated automatically. All the relevant stakeholders, i.e. students, instructors, then collect script and study insight. To develop the proposed system, it is planned to use one of the most prominent and popular datasets called synthetic-speech-commands-dataset-SSCD, which is freely available. The outcome of this research will provide an opportunity to develop community/reason-based database which will be a potential contribution in the field of conventional education, AI based education and bioinformatics for the research community.