Music Coach - An Adaptive Software Application for Piano Practice

Music Coach bridges the pedagogical gap in independent music practice. While static books and videos lack interactive feedback and rely on self-motivation, existing apps offer binary scoring without diagnostic feedback.

Combining university modules with software engineering insights from Goldman Sachs and Kainos, this full-stack system processes real-time MIDI data to evaluate pitch and temporal accuracy.

A deterministic algorithm automatically isolates the student’s weakest areas to generate tailored practice drills, passing symbolic feedback errors to a constrained generative AI framework for targeted, pedagogically precise remediation advice.

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