ocumentation and extend the limits of this paper.</p>
<h2 id="subsec:yamnet">The YAMNet Model</h2>
<p>While there are many available trained models for sound classification, we have chosen a general sound source classifier YAMNet <span class="citation" data-cites="YamNet2020">(Plakal &amp; Ellis 2020)</span>. YAMNet is a pretrained deep neural network classifier that uses MobileNets <span class="citation" data-cites="howard2017mobilenets">(Howard et al. 2017)</span>, a depthwise-separable convolution archit