ERROR: Could not build wheels for pycairo, which is required to install pyproject.toml-based projects

apt-get install sox ffmpeg libcairo2 libcairo2-dev
apt-get install texlive-full
pip3 install manimlib  # or pip install manimlib

Then:

pip3 install manimce  # or pip install manimce

And everything works.