Research and Reflections on the Development of AI-Based Sight-Singing Evaluation System

Preface During my university studies, sight-singing and ear training was a course that gave me quite a headache. While the course itself is very fundamental, it is not easy for many music majors, and I was one of them (laughs). As I progressed through my studies, I gradually discovered a significant problem with sight-singing and ear training when practicing independently: students often find it difficult to notice their own mistakes in a timely manner....

December 17, 2025 · 18 min