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SoMax is a Creative Digital Agent that improvises and generates arrangements on the fly by listening to live musicians. It is a derivation of the OMax digital improvising agent project. SoMax draws his knowledge from unspervised learning on corpuses, and aligns continuously his perception and his own improvisation logic. SoMax is developed by the IRCAM Music Representation Team.