I have a Pixel 2 running 8.1 android. Security patch 5th January.
I have found since updating to 8.1, Amazon music will randomly stop half way through a song. It will reset to the beginning of the song. When it does this, it will display the loading icon, as if it's trying to stream the rest of the song. It happens on WiFi and 4g.