Is the word feet an irregular plural noun?

Yes, the plural noun 'feet' is an irregular plural.

The singular noun is 'foot'.

A regular plural is a noun that forms its plural by adding an -s or an -es to the end of the Word.

A irregular plural noun forms its plural in some other way.