This research supports IMSC's research in user centered sciences through the modeling of music perception in the context of North Indian Classical Music (NICM). The research uses knowledge-based methods to model parent classes and synthesize melodic improvisation in ragas. This interdisciplinary and cross-cultural project expands IMSC's use of creative technologies to computer modeling of music perception and improvisation in the music of South Asia.