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Conference Paper
A Study on the Implementation of User Web/APP Based Reading Ability Assessment Service
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- Authors
- Hongyeon Yu, Yunji Ban, Seunghun Oh, Donghoon Son, Gihyeon Min, Jeongeun Kim
- Issue Date
- 2023-10
- Citation
- International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.350-352
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper presents the implementation results of an web/app-based service framework for evaluating fluency and comprehension through the recognition of speech voices of Korean elementary school students. User speech recognition applies a pre-trained model based on the koSpeech library to convert user speech into text, and evaluates text reading ability through CER measurement. Additionally, over a certain period of time, the speech uttered by the user is collected, transformed into text, and comprehension ability is assessed through semantic textual similarity measurement.
- KSP Keywords
- Elementary school students, Pre-trained model, Semantic textual similarity(STS), Service Framework, Similarity Measurement, Text reading, model-based, reading ability, speech recognition