1690s, "piece of music for one voice or instrument," from Italian solo, literally "alone," from Latin solus "alone" (see sole (adj.)). The adjective in English is recorded from 1712; non-musical sense of "alone, unassisted" is attested from 1909. The verb is first attested 1886.
