14. A computer system for responding to an audio query, the system comprising a processor and a memory, wherein the processor executes instructions stored in the memory as part of or in conjunction with additional components to respond to receiving an audio query from a computer user, and causes the processor to: enable a network communication component to communicate between the computer system and other computing devices over a network; translate an audio query to a textual representation of the audio query; identify vocalization nuances of the audio query; generate a confidence value for each vocalization nuance of the identified vocalization nuances, wherein each confidence value is a part of a confidence/risk values pair corresponding to an vocalization nuance, and wherein each confidence value represents a confidence that a corresponding vocalization nuance correctly reflects a corresponding aspect of the computer user; and provide a risk value corresponding to each vocalization nuance of the identified vocalization nuances, wherein each risk value is a part of a confidence/risk values pair corresponding to a vocalization nuance irrespective of whether the vocalization nuance accurately reflects some attribute of the computer user, and wherein each risk value represents a risk that content selected based on a corresponding vocalization nuance may be offensive; identify a plurality of search results in response to receiving the audio query from a content data store and based, in part, on the vocalization nuances of the audio query and the corresponding confidence/risk value pairs of the vocalization nuances; and generate a search results presentation for the computer user based on the identified plurality of search results and in light of the vocalization nuances of the audio query.
15. The computer system of claim 14 , wherein the executed instructions further cause the processor to identify a plurality of search results in response to receiving the audio query from a content data store and in light of the vocalization nuances of the audio query whose confidence/risk value pairs fall within predetermined thresholds.