In theory they should restart. In practice I find that if I do a fresh search for the file in question, this can somehow prompt a restart, which otherwise MIGHT not happen
I hope this helps.
another thing you might like to know is that many people prefer to do a general search rather than just audio or video ... and find this turns up more results.