Hello,
I have had the same issue with my own conversation class. For mine, I want to focus on getting their speech better and I focus more on exercises than teaching a lesson or something. Here are some things we did...
-Basic conversations while 6ft from partner (helps them speak louder and clearer)
-Telephone (to enunciate even when speaking softly)
-Tongue twisters (to help with getting consonant sounds out and fun too!)
-Poetry (to get their words flowing, but tried to keep the poems interesting)
I have just started my conversation classes, so this is all I have done so far.
Hope it helps :)