2025 02 02 dhwani voice quiz

Dhwani - QUIZ system with Voice.

With a combination of ASR + LLM + TTS learning can be made interactive for all ages, levels, and domains.

Use whisper + deepseek-r1 as Judge evaluator for Voice inputs and evaluation for the TTS system .

Entire stack can be built with Open Source code and open weight models.

A simple way to build solutions with AI.

Tech stack remains constant , multiple usecases are built with different combinations of the tools.

Backend - python/Django Deployment - docker with GPU Frontend- React/ Typescript Database- postgreSQL for text , MongoDB for multimedia data storage, Redis for websockets to serve real-time voice