Study's System: A Three-Stage System for Children Handwriting Recognition and Spelling Error Detection
Résumé
In this paper, we present the first version of Study’s system, a system that modernizes learning
to spell based on dictation for elementary school children. Study’s system configuration is
composed of an ISKN Repaper tablet connected to a computer with a screen. The ISKN
Repaper tablet allows children to write on an ordinary paper attached to the tablet slate
using an ordinary pen. Study’s system uses handwriting recognition HTR models on three
stages to recognize children handwriting and localize different spelling errors. Study’s system
is based on dictation academic method; it enables better learning for children, where they
receive feedback at moments of adequate concentration. Furthermore, Study’s system allows
teachers to gain a better understanding of children, track their learning progression more
effectively, and adapt to their profiles more efficiently.
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