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

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Model</td><td class="align_center">Classification accuracy</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Traditional attention mechanism</td><td class="align_center">0.753</td></tr><tr><td class="align_left">Matching attention mechanism</td><td class="align_center">0.826</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental results of three attention mechanisms.</div>

Computational Intelligence and Neuroscience

tab4

Table 4

Table 4: Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism 