The CD sleeve has no lyrics, just the note:
Lord of the May
(words traditional, music composed by Archie Fisher, © Archie Fisher, PRS)
Archie - guitar and vocal
I found the words on an old Xerox text in a book of Robert Burns poetry and it had a kinda banjo feel to it.