I think the artist is Jerry "Boogie" McCain and the song is SHE'S TOUGH.
It's on 3 albums: "Ace Story, Vol. 3" (1982), "Tuff Enuff, Vol. 3: The Ace Blues Masters" (1998), and "Good Stuff!" (1999).
I transcribed this from a sound sample:
You know she'll walk past the clock, the clock won't tell time. She'll walk through the college, professor lose his mind, 'Cause she's tough. Hoo-oo-oo, she's tough. My baby's tough. She rough and tough, Ha-ha-ha, and that's tough enough.
[This song has been covered by The Kingsnakes, the Fabulous Thunderbirds, John Hammond Jr., and some others. Sometimes the title is given as SHE'S TUFF.]