AUTOMATIC PRONUNCIATION MISTAKE DETECTOR USING MACHINE LEARNING

Machine learning is an artificial intelligence technology that educates systems to identify patterns from data and generateinferences or decisions without explicit programming. This approach is similar to teaching machines how to learn and thinkautonomously. Traditional English education emphasizes on writing and grammar instead of vocal language learning. As aresult, while many Chinese students perform well on written exams, few can speak English successfully in everydaysituations. With the increase in around the world relations, the importance placed on language as an instrument ofcommunication has underlined the value of spoken language training. To help students practice their pronunciation outsideof school, an English pronunciation detection tool is presented. Only proper pronunciation can help users convey theirideas clearly. As a result, the primary outcome of oral language learning is the development of pronunciation.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-23
DOI
https://doi.org/10.5281/zenodo.15072794
Primary Topic
Cancer-related Molecular Pathways
Type
article
Field-Weighted Citation Impact
0.00
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article

AUTOMATIC PRONUNCIATION MISTAKE DETECTOR USING MACHINE LEARNING

Zenodo (CERN European Organization for Nuclear Research)
Cancer-related Molecular Pathways
article

AUTOMATIC PRONUNCIATION MISTAKE DETECTOR USING MACHINE LEARNING

article en

Abstract

Machine learning is an artificial intelligence technology that educates systems to identify patterns from data and generateinferences or decisions without explicit programming. This approach is similar to teaching machines how to learn and thinkautonomously. Traditional English education emphasizes on writing and grammar instead of vocal language learning. As aresult, while many Chinese students perform well on written exams, few can speak English successfully in everydaysituations. With the increase in around the world relations, the importance placed on language as an instrument ofcommunication has underlined the value of spoken language training. To help students practice their pronunciation outsideof school, an English pronunciation detection tool is presented. Only proper pronunciation can help users convey theirideas clearly. As a result, the primary outcome of oral language learning is the development of pronunciation.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 41%
Cancer-related Molecular Pathways
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AUTOMATIC PRONUNCIATION MISTAKE DETECTOR USING MACHINE LEARNING · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS