Eight Mile says it never authorized the 93 songs in a downloadable format on Apple's popular iTunes service. The publisher alleges copyright infringement.
Apple says it has a valid agreement with Aftermath Records, which controls the Eminem sound recordings at issue in the case.
The lack of a settlement means Detroit U.S. District Judge Anna Diggs Taylor will start a trial at 9 a.m. Thursday.
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