DCGAN is initialized with random weights, so a random code plugged into the network would create a completely random impression. However, as you might imagine, the network has a lot of parameters that we can tweak, as well as the purpose is to locate a placing of such parameters https://elliottjjgec.wssblogs.com/34411133/5-essential-elements-for-ai-speech-enhancement