Abstract

Very little is known about how auditory categories are learned incidentally, without instructions to search for category-diagnostic dimensions, overt category decisions, or experimenter-provided feedback. This is an important gap because learning in the natural environment does not arise from explicit feedback and there is evidence that the learning systems engaged by traditional tasks are distinct from those recruited by incidental category learning. We examined incidental auditory category learning with a novel paradigm, the Systematic Multimodal Associations Reaction Time (SMART) task, in which participants rapidly detect and report the appearance of a visual target in 1 of 4 possible screen locations. Although the overt task is rapid visual detection, a brief sequence of sounds precedes each visual target. These sounds are drawn from 1 of 4 distinct sound categories that predict the location of the upcoming visual target. These many-to-one auditory-to-visuomotor correspondences support incidental auditory category learning. Participants incidentally learn categories of complex acoustic exemplars and generalize this learning to novel exemplars and tasks. Further, learning is facilitated when category exemplar variability is more tightly coupled to the visuomotor associations than when the same stimulus variability is experienced across trials. We relate these findings to phonetic category learning.

Highlights

  • Very little is known about how auditory categories are learned incidentally, without instructions to search for category-diagnostic dimensions, overt category decisions, or experimenter-provided feedback

  • Unlike typical ‘stimulus-response-feedback’ laboratory tasks, speech category acquisition ‘in the wild’ occurs under more incidental conditions, without instructions to search for category-diagnostic dimensions, overt category decisions, or experimenter-provided feedback

  • We develop and use a simplified incidental training task -- the Systematic Multimodal Associations Reaction Time (SMART) task -- to assess the influence of visuomotor associations in binding acoustically-variable exemplars together in incidental category learning

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Summary

Methods

Participants—In this and all experiments, participants were recruited from the Carnegie Mellon University community. Since the offset loci were substantially higher (UD1, 3950 Hz) or lower (UD2, 350 Hz) than the steady-state frequencies (varying between 1000 Hz to 3000 Hz, depending on exemplar), each exemplar within a category possessed a falling or rising high-peak offset transition, with somewhat different slopes and offset-frequencies. This created a perceptually salient cue to category membership that listeners are able to use fairly well to group stimuli (Emberson et al, 2013; Wade & Holt, 2005). Presentation of five repetitions of a randomly-selected UD1 exemplar might always precede the appearance of the X in the left-most rectangle and thereby be associated with pressing ‘U’ on the keyboard.

Results
Findings
General Discussion
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