AI-Based Pronunciation Evaluation System

This project aims to develop an AI-Based Pronunciation Evaluation System that helps users improve their spoken English by analyzing their pronunciation using Artificial Intelligence techniques. The system records user speech, processes it using speech recognition and deep learning models, compares it with standard pronunciation datasets, and provides feedback scores on pronunciation accuracy, fluency, and articulation. The system uses tools such as Python, Speech-to-Text APIs, MFCC feature extraction, and a CNN-LSTM model for accurate evaluation. This project enhances language learning by providing real-time pronunciation feedback and analytics.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-14
DOI
https://doi.org/10.5281/zenodo.17606843
Primary Topic
Speech Recognition and Synthesis
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Based Pronunciation Evaluation System

Zenodo (CERN European Organization for Nuclear Research)
Speech Recognition and Synthesis
article

AI-Based Pronunciation Evaluation System

article en

Abstract

This project aims to develop an AI-Based Pronunciation Evaluation System that helps users improve their spoken English by analyzing their pronunciation using Artificial Intelligence techniques. The system records user speech, processes it using speech recognition and deep learning models, compares it with standard pronunciation datasets, and provides feedback scores on pronunciation accuracy, fluency, and articulation. The system uses tools such as Python, Speech-to-Text APIs, MFCC feature extraction, and a CNN-LSTM model for accurate evaluation. This project enhances language learning by providing real-time pronunciation feedback and analytics.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 22%
Speech Recognition and Synthesis
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