Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Training set</td><td class="align_center">Test set</td><td class="align_center">Total</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Happy</td><td class="align_center">1078</td><td class="align_center">194</td><td class="align_center">1272</td></tr><tr><td class="align_left">Sad</td><td class="align_center">1267</td><td class="align_center">317</td><td class="align_center">1584</td></tr><tr><td class="align_left">Calm</td><td class="align_center">882</td><td class="align_center">221</td><td class="align_center">1103</td></tr><tr><td class="align_left">Healing</td><td class="align_center">1061</td><td class="align_center">266</td><td class="align_center">1327</td></tr><tr><td class="align_left">Total</td><td class="align_center">4288</td><td class="align_center">998</td><td class="align_center">5286</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The size of the data set and the number of songs contained in each type of emotion.</div>

Computational Intelligence and Neuroscience

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Table 1

Table 1: Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism 