Google chrome sometimes stops displaying color emojis

[fcole90]

I recently noticed that after reboots or possibly after Google Chrome get updated, I cannot anymore see color emojis (I can only see the old black and white ones instead). Reinstalling the package seem to solve the issue temporarily but after the a reboot or Chrome update the issue arises again.
Similar issue on Brave (Chrome-based) browser: https://community.brave.com/t/emoji-are-monochrome-line-art-or-blank-boxes-brave-1-1-23/100111/7
Discussion on AskUbuntu on similar issue: https://askubuntu.com/questions/1029661/18-04-color-emoji-not-showing-up-at-all-in-chrome-only-partially-in-firefox
Possibly a duplicate of: https://bugs.launchpad.net/ubuntu/+source/fonts-noto-color-emoji/+bug/1859926?comments=all

ProblemType: Bug
DistroRelease: Ubuntu 20.04
Package: fonts-noto-color-emoji 0~20191119-1
ProcVersionSignature: Ubuntu 5.4.0-21.25-generic 5.4.27
Uname: Linux 5.4.0-21-generic x86_64
NonfreeKernelModules: nvidia_modeset nvidia
ApportVersion: 2.20.11-0ubuntu25
Architecture: amd64
CurrentDesktop: GNOME
Date: Fri Apr 10 09:51:14 2020
Dependencies:

InstallationDate: Installed on 2020-04-03 (6 days ago)
InstallationMedia: Ubuntu 20.04 LTS "Focal Fossa" - Beta amd64 (20200401)
PackageArchitecture: all
SourcePackage: fonts-noto-color-emoji
UpgradeStatus: No upgrade log present (probably fresh install)