I found that I had same problem.in my radio settings which is 2020 ford fusion I set the occupancy mode from audio settings from driver sound experience to all seats. And boom!
The bass was fading the higher the volume pissing me off played around with settings and found out the audio settings were set to driver experience not all speakers