As a kid I saw a reference by Asimov to Lehrer and that sent me off on a quest which ended with a very helpful librarian in the American Center Library in Delhi.

Then many years later, iPad came out and there was an app which catalogued all the elements with that song as the lead-in.

Unfortunately it seems to have vanished from the app store.