1. A method for listener calibration of an audio signal, said method comprising: generating a plurality of sound/descriptor pairs, each sound/descriptor pair including a sound and an audio descriptor for the sound; determining a weighting function based on the plurality of sound/descriptor pairs; scaling the weighting function according to listener feedback; applying the scaled weighting function as an audio device setting for an audio signal; and mapping one or more language based descriptors associated with the plurality of sound/descriptor pairs to one or more frequency gain curves, wherein the one or more frequency gain curves are mapped to the weighting function, wherein a slope of a line fitted between the values of the plurality of sound/descriptor pairs is computed for each sound/descriptor pair and wherein a combination of the plurality of slopes represents the weighting function.