Emacs — ispell — No word lists (Ubuntu)

In Ubuntu, if you get:

Error: No word lists can be found for the language “en_US”.

when trying to start ispell (e.g., M-x ispell-buffer) from Emacs, then you need to install the aspell-en package:

sudo apt-get install aspell-en