Mnemoscore

About Mnemoscore

A musical score annotation and study platform built for serious musicians who want to go beyond passive repetition.

The problem with traditional practice

Most musicians learn pieces by playing through them repeatedly. Familiarity grows, but long-term retention does not follow automatically. Difficult passages fade between rehearsals, repertoire learned last season is forgotten, and there is no systematic way to know what needs attention today versus next week.

Memory science has known for decades that spaced repetition — reviewing material at carefully timed intervals — is far more efficient than massed practice. Mnemoscore applies this insight directly to musical repertoire.

How it works

You upload your score pages as images, draw a selection around any passage you want to study, and Mnemoscore extracts it as a flashcard. Cards accumulate into a deck. When you study, the FSRS-5 algorithm schedules each card for review at the optimal moment — shortly before you would naturally forget it.

Over time the system adapts to your personal memory profile. Passages you find difficult are reviewed more frequently; passages you have mastered recede into the background until they need a refresh.

Who it is for

  • Classical musicians building and maintaining a performance repertoire
  • Music students juggling multiple pieces and upcoming examinations
  • Music teachers who want structured tools for their own practice

The technology: FSRS-5

FSRS (Free Spaced Repetition Scheduler, version 5) is an open-source algorithm that models forgetting mathematically using the DSR (Difficulty, Stability, Retrievability) framework. Unlike older systems such as SM-2 (used by early Anki), FSRS adapts continuously to each person's memory behaviour, producing review schedules that are both accurate and efficient. Mnemoscore uses FSRS-5 as its default study algorithm.