The problem Question Generation from Realtime Audio using NLP solves

Due to the ongoing COVID-19 pandemic worldwide, the education sector has taken a toll on both teachers and student life. The students are unsure about the knowledge they are gaining during the online courses due to the lack of physical interactions. We aim to build an application which will be able to facilitate the teachers in generating questions automatically to be given as a short assessment to the teachers. Other than that any individual appearing for online courses will be able to assess themselves by using our application.

Challenges we ran into

First, we had to search for an alternative for Google Speech-to-text api as it is not free beyond a certain limit. We also had not metric to check the accuracy of our model and had to rely completely on self-test.