The book's third edition was released in April 2003 and was edited by Vladimir Bogdanov, Chris Woodstra and Stephen Thomas Erlewine.
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The first edition, All Music Guide to Jazz: the Best CDs, Albums & Tapes, appeared in 1994 and was edited by Ron Wynn with Michael Erlewine and Vladimir Bogdanov (head of the All Music Guide book series).