Here is how to add a Shairport Sync device to the Apple Home application on iOS 15.3.1. Note that Shairport Sync has to be built with AirPlay 2 support.
+***
+
Step 0: Speaker & TV access.
---
In the Home app > Home settings "Allow Speaker & TV access", select the option "Anyone On the Same Network".