Research Abstract In Hindustani music, a tradition of North Indian Classical music, the melody is loosely constrained by the chosen composition but otherwise largely improvised in accordance with the raga grammar which are often realized at different levels of abstraction and conformity [ 1 , 2 ].

For my HCI course project in Fall 2022, I decided to study the role of visual aids such as piano roll and music notation in aiding the memorization and reproduction of note onset timings in a jazz improvisation with respect to a backing track.