Apple TV 4K Randomly Looses One Audio Channel

I've been having an odd issue with my Apple TV 4K. Randomly when starting a show regardless of the streaming app the show will loose an audio channel. I will try a different show in a different app say going from Netflix to the PBS app only to find the issue there. I have tried changing the Audio settings and it will happen on Auto, Dolby 5.1, and Stereo (the options it shows available). I try restarting the device and sometimes it goes away and sometimes it persists. My Apple TV is connected to a soundbar via HDMI. I have tried bypassing the soundbar and going straight into the TV only to find the issue there too. I have tried different HDMI cables (both high end and average) going from the Apple TV to the soundbar and then going from the Apple TV straight to the TV with no change. I have also tried performing a complete reset on the Apple TV to no avail. Also, the issue has persisted through tvOS updates and version upgrades.

Like I said above the issue is random and have not been able to identify the cause with all of the troubleshooting I have done.