REAL-TIME SPEECH TO TEXT CONVERSION & ANSWER EVALUATION

Abstract

To improve user engagement, a new question-answering system including speech recognition technology is presented in this study. Users react verbally to queries presented to them via a command-line interface built into the system. Advanced speech-to-text conversion techniques are used to convert these spoken responses into text for analysis. The system compares user responses with predefined proper responses using cosine similarity to assess input correctness. An SMTP server is used by the system to automatically send quiz scores to users via email after the quiz is finished. Showcasing the merging of spoken conversation and automated evaluation in educational environments, this ground-breaking solution offers a simplified way to interactive learning and assessment. Keywords—Question-answering, Speech recognition, Command-line interface, Speech-to-text conversion, Cosine similarity [8], User input accuracy, Quiz scores, Email notification, SMTP [4] server, Interactive learning.