Pronunciation Error Checker & Evaluation of Babble English Speaking Students

Authors: Ansari Almas Mubeen, Tajane Harshad, Kalekar Sudarshan, Kapse Om, Dr. Rokade Prakash Pandharinath

Country: India

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Abstract: This project presents a Pronunciation Checker utilizing deep learning techniques to enhance users' speaking skills. The system requires users to register and log in to access a selection of randomly generated paragraphs. Upon reading the paragraphs aloud, the system employs advanced speech recognition algorithms to analyze the user's pronunciation, identifying any mispronounced words. A detailed report is generated, highlighting specific words that were pronounced incorrectly and providing their meanings along with phonetic pronunciations for correction. Additionally, the system tracks the user's progress, presenting a percentage score reflecting their pronunciation accuracy for each paragraph. Users also have the option to directly record sentences, which the system evaluates for correctness. This interactive tool aims to support language learners by providing immediate feedback and fostering continuous improvement in their pronunciation.

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Paper Id: 232552

Published On: 2025-06-04

Published In: Volume 13, Issue 3, May-June 2025

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