DCGAN is initialized with random weights, so a random code plugged into your network would produce a completely random impression. Even so, while you may think, the network has millions of parameters that we will tweak, and the aim is to find a location of such parameters which makes https://ambiq.ai/models/speech-enhancement-and-de-noising/