Check for notifications in the system preferences. There’s a notifications preferences pane and in there will be the apps that have accessed it. You can also change the amount of time that the message will display.
Btw, I have the same issue when trying to read notifications with the screen reader.
Btw, you can also try control+option+F1 and see if the notifications show up in there (they do on my high Sierra system).