The purpose of the present research was to examine whether different music settings could influence one's cognitive function - particularly memory. The examined sample consisted of 168 college students with a male:female ratio of 1:2.2. The participants were asked to complete a short-term memory test regarding word recollection while exposed to auditory stimuli. They were divided into three groups, each experiencing very different auditory stimuli (classical music; heavy metal music; no music). The results indicated that gender (as a single parameter) played a significant role in the recall process, with female subjects achieving significantly higher scores than males (p-value = 0.006). Music as an external stimulus was also found to affect the recall process significantly (0.02 < p < 0.04). Gender did not present any statistically significant association with specific music genres although, based on the limitations of this study, findings are in need of further exploration. The results of the present study may direct forthcoming research to address this issue further by examining additional variables as well.