Exhibit 23.1 CONSENT OF INDEPENDENT AUDITORS We consent to the incorporation by reference in this Registration Statement on Form S-8 of our report dated June 8, 2004, which appears on page F-1 of the annual report on Form 10-K of Elite Pharmaceuticals, Inc. for the year ended March 31, 2004. /s/ Miller, Ellin & Company, LLP ------------------------------- MILLER, ELLIN & COMPANY, LLP New York, New York August 23, 2004