Reverse Correlation Uncovers More Complete Tinnitus Spectra

Abstract

GoalThis study validates an approach to characterizing the sounds experienced by tinnitus patients via reverse correlation, with potential for characterizing a wider range of sounds than currently possible. MethodsTen normal-hearing subjects assessed the subjective similarity of random auditory stimuli and target tinnitus-like sounds ("buzzing" and "roaring"). Reconstructions of the targets were obtained by regressing subject responses on the stimuli, and were compared for accuracy to the frequency spectra of the targets using Pearsons r. ResultsReconstruction accuracy was significantly higher than chance across subjects: buzzing (M = 0.53, SD = 0.27): t(9) = 5.766, p < 0.001; roaring (M = 0.57, SD = 0.30): t(9) = 5.76, p < 0.001. ConclusionReverse correlation can accurately reconstruct nontonal tinnitus-like sounds in normal-hearing subjects, indicating its potential for characterizing the sounds experienced by patients with non-tonal tinnitus. Impact StatementCharacterization of tinnitus sounds can inform treatment by facilitating individualized sound therapies, leading to better outcomes for patients suffering from the cognitive and psychological effects of tinnitus.