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The advent of ML music models such as Google Magenta's MusicVAE now allow usto extract and replicate compositional features from otherwise complexdatasets. These models allow computational composers to parameterize abstractvariables such as style and mood. By leveraging these models and combining themwith procedural algorithms from the last few decades, it is possible to createa dynamic song that composes music in real-time to accompany interactiveexperiences. Malakai is a tool that helps users of varying skill levels create,listen to, remix and share such dynamic songs. Using Malakai, a Composer cancreate a dynamic song that can be interacted with by a Listener

Malakai: Music That Adapts to the Shape of Emotions