Adding times together

I have table with a column that holds elapsed times in an hh:mm format.  I'd like to add these times together to get a total, but I can't add something with a :, and dateadd() isn't a fan either.

Any suggestions?

I thought about breaking apart the hh:mm and converting the hours into straight minutes, then adding them together, but that seems clunky.