tion using raw audio, with variations on an <em>activation maximization</em> function that performs filtering to further adjust the output.</p>
<h1 id="design">Design</h1>
<p>While visualization has been the main channel to understand and perceptualize deep networks <span class="citation" data-cites="simonyan2014deep">(Simonyan et al. 2014)</span>, there exist work on their sonification like Herman’s work mentioned above. <em>Feature inversion</em> is a technique that has been a proposed solution for unde