Somax2 – A Distributed Co-Creative System for Human-Machine Co-Improvisation - Institut de Recherche et Coordination Acoustique/Musique Access content directly
Conference Papers Year : 2023

Somax2 – A Distributed Co-Creative System for Human-Machine Co-Improvisation

Marco Fiorini
Mikhail Malt

Abstract

Somax2 is a multi-agent interactive system, based on machine-listening, machine learning and generative units, performing live machine co-improvisation with musicians. The system is trained on any musical materials chosen by the user (Audio or MIDI), effectively constructing a generative model, a corpus, from which it draws its musical “knowledge”. Listening to and adapting to a musician, that activates dynamic profiles, Somax2 provides stylistically coherent improvisation in real-time. As part of the REACH project, defining co-creativity as distributed agency between human and machine, Somax2 is indeed a good example of a distributed co-creative system, where multimodal cross-feedback affects collective behavior and increases player’s engagement through emotion and motivation.
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Origin : Publication funded by an institution

Dates and versions

hal-04444997 , version 1 (07-02-2024)

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Marco Fiorini, Mikhail Malt. Somax2 – A Distributed Co-Creative System for Human-Machine Co-Improvisation. Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence, Jun 2023, Munich, Germany. ⟨10.3233/FAIA230106⟩. ⟨hal-04444997⟩
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