Voice refers to the grammatical feature that indicates the relationship between the action of a verb and its participants, typically distinguishing between active and passive constructions. This concept is crucial for understanding how the subjects and objects in a sentence interact with the action, and it impacts verb phrase structure by determining which participant is emphasized or is performing the action.