Browsing through r/unixporn, I saw that most of the setup screenshots includes an audio visualizer running in terminal. Like always I wanted the same look on my desktop as well. After some searching, I came across cli-visualizer, a cli based audio visualizer, available for most linux distribution and even for mac os.
The installation process was simple, the next step involved configuring the config file according to my liking. After some time, I finally managed to pull of the look which, I wanted on my desktop.
Here is a screenshot