Indonesian EFL Journal
Vol. 12 No. 2 (2026)

AI SPEECH RECOGNITION IN HIGH-SCHOOL EFL SPEAKING ASSESSMENT: EFFECTIVENESS, MEANINGFULNESS, ENJOYMENT

Namira Amaliah Putri (Universitas Muhammadiyah Prof. DR. HAMKA)
Siti Zulaiha (Universitas Muhammadiyah Prof. DR. HAMKA)
Herri Mulyono (Universitas Muhammadiyah Prof. DR. HAMKA)
Jihan Fakhira (Universitas Muhammadiyah Prof. DR. HAMKA)



Article Info

Publish Date
14 May 2026

Abstract

This mixed-methods study examined the use of an AI-powered automatic speech recognition (ASR) tool (SpeechAce) for high-school EFL speaking assessment, with a focus on perceived effectiveness, meaningfulness, and enjoyment. Thirty students completed pre- and post-surveys, and ten students participated in semi-structured interviews; classroom observations were documented using a structured checklist. The intervention lasted two weeks (four 40-minute meetings) in which students accessed SpeechAce on their smartphones via the web and followed an iterative speak–check–revise routine. Quantitative results (paired-samples t-tests) showed significant gains in perceived speaking skill and meaningfulness, whereas enjoyment remained stable. Qualitative findings indicated that automated, non-judgmental feedback supported lower anxiety, increased willingness to speak, and greater learner autonomy, while teacher facilitation (warm-ups, modelling, and brief mini-lessons) helped students interpret feedback and set revision goals. These findings suggest that ASR-supported assessment can function as a formative learning episode in school contexts when tasks, feedback interpretation, and revision opportunities are explicitly structured.

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Journal Info

Abbrev

pub

Publisher

Subject

Languange, Linguistic, Communication & Media

Description

The scopes of the journal include critical issues of educational practices in primary, secondary and tertiary education as well as in university level surrounding: English Language Pedagogy Language Acquisition Bilingualism and Multilingualism English language Literacy English for Specific Purposes ...