PulseAudio is preinstalled on Ubuntu (and variants like Ubuntu MATE), it’s pretty weird that it disappeared from your system. Did you install anything related to sound today, that might have been in conflict with PA and removed it?
To begin, we can check what packages are still installed. Give us the output of: