A surprisingly diverse array of animals produce sounds with song-like qualities in order to communicate who and where they are to conspecifics when their senses of smell, and in some cases vision, are rendered ineffectual across long or occluded distances. Social factors are typically considered to drive the evolution of such calls, but here we consider broader effects of habitat which are often difficult to observe, measure, and analyze, and are thus typically neglected. We tested the hypothesis that ecological protections from predation enabled animals to call by neutralizing the risk inherent in vocally forfeiting position. We compiled data on human and non-human singing species that live in arboreal, aerial, or aquatic (i.e. non-planar) habitats, to measure the degree to which each presumably helps to reduce predation and thereby allow singing. We find that singing species also forfend predation via larger size as well as increased levels of arboreality and flight. Arboreal primates and birds do appear to sing significantly more so than terrestrial ones. Hunting and warfare in humans, respectively, likewise correlate with the musical features of rhythmic and melodic tension. In all species explored, however, only body size universally correlates positively with singing behavior. We conclude that effects of predation, especially when viewed in a larger, food-web context, play a central role in determining who sings and who does not.