The problem
Learners can read English but fear speaking it, and private practice with honest feedback is hard to find.
What to build
Create a conversation partner that listens to the learner, scores pronunciation and fluency and suggests small, specific improvements.
Success looks like
Feedback that learners rate as useful, accuracy checked against teacher ratings and clear handling of regional accents.
Suggested technologies
- Speech recognition
- Phoneme alignment
- Conversational AI
- Mobile audio
- Progress tracking
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.