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P. Magron and R. Serizel are with Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France (e-mail: paul.magron@inria.fr, romain.serizel@loria.fr). Constance Douwes is with Centrale Med, Aix Marseille Univ, CNRS, LIS, Marseille, France (e-mail: constance.douwes@lis-lab.fr)
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Open-sourcing a fully reproducible, optimized Band-Split RNN for music separation, this paper reveals the surprisingly large gap between published results and what can be achieved with a faithful reimplementation, even with significant effort.