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NLPDeep LearningAI

SmartQ Generator

Multilingual NLP + T5 question-generation system with speech-to-text, translation, and text-to-speech.

Architecture

Input text/audio

Speech-to-text

T5 question generation

Translation

TTS/export

Results

Generated educational questions from text and speech inputs.

Supported translation and audio output workflows.

Challenges

Maintaining question quality across languages

Coordinating multiple NLP services

Future Improvements

Teacher review dashboardQuestion difficulty scoringLMS integrations