Additional meeting and call-related features and issues within Microsoft Teams for business
A few have suggested uninstalling Teams and waiting a few hours before reinstalling to fixed the issue. This worked for me but I didn't wait, I reinstalled immediately. However I left the beta program last week, I don't if this made the difference.
I hope this works for all that are having this issue.