Aerosmith guitarist Brad Whitford will sit in with The Roots tonight on NBC’s Late Night with Jimmy Fallon. Whitford – who just wrapped a series of dates with Aerosmith in South America and Mexico – will jam with Late Night’s house band in support of the recently released Guitar Aficionado: The Collections, an oversized deluxe book that tells the stories of the world’s most famous guitars and collectors and artists who own them.

In other news, Aerosmith recently announced a string of 2014 tour dates that will kick off May 24 in Moscow, Russia. The band will also make an appearance at the U.K.’s Download Festival in June.