System, process and device configurations are provided for customized generation of gaming music. A method includes detecting at least one user interaction with a gaming system directed to generated music, and updating a parameter for music generation based on the at least one user interaction. The method also includes generating gaming music based on the parameter and a game state dynamically. Musical interactions with the gaming system may be collected during gameplay to train and retrain a dynamic music generator. Retraining may be performed for dynamic music generation interfering with output of sound effects of the electronic game. Inputs may be provided by sensors of the gaming system to detect interactions and control of dynamic music during gameplay. Inputs may include detecting presence of viewers and user environment to modify at least one output characteristic of dynamically generated music.