Adopting AI-Based Speech Recognition for Enhancing Pronunciation Accuracy and Learner Confidence

This study examines the integration of AI–based speech recognition (ELSA Speak, Speechling) in a language centre and its effects on pronunciation accuracy and learner confidence. Two groups of intermediate EFL learners (N = 40) completed pre-test and post-test diagnostic pronunciation assessments,...

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Detalhes bibliográficos

Principais autores:	Rehana Gulzar, Muhammad Ehsan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	National University of Modern Languages (NUML), Islamabad 2025-12-01
coleção:	NUML Journal of Critical Inquiry
Assuntos:	AI-based speech recognition; pronunciation accuracy; learner confidence; actionable feedback; self-regulated learning
Acesso em linha:	https://jci.numl.edu.pk/index.php/jci/article/view/127./index.php/jci/article/view/316
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