Amusia

noun

1. Loss, through disease, of the ability to express musical sounds either vocally or in strumentally, to write musical notation (the power of ordinary writing being retained), or to appreciate musical sounds mentally. See tone-deafness.
2. The inability to comprehend or respond to music.