 The next year, in 2001, Joseph compiled a two-disc best-of album entitled "Thunder and Rainbows – The Best We Could Find" comprising 31 of his previous favourites and two new songs.Following his first best-of compilation, he came out with his second live album, two volumes of recordings under the title "Don't Talk About Love 1992 – 2002".In November 2003, Joseph released his second LP under Pipe Records, "Whoever It Was That Brought Me Here Will Have To Take Me Home".