The Chad Mitchell Trio recorded a version of this song on their "MightyDay on Campus" album. The set of words they use is:

When I'm on my journey, don't you grieve after me

Searchin' for a city, don't you....

I hear the trumpet sounding,..

We'll sing and shout for glory,...

Come brother won't you join us,...

They take some credit for "new words" on the disc label, so there must be some old words also. Perhaps changing "weep" to "grieve" is their idea of new words.

rich r