Somax2 – A Distributed Co-Creative System for Human-Machine Co-Improvisation - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2023

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

Marco Fiorini
Mikhail Malt

Résumé

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.
Fichier principal
Vignette du fichier
HHAI 2023 Somax Demo Paper.pdf (110.19 Ko) Télécharger le fichier
Origine Publication financée par une institution

Dates et versions

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

Identifiants

Citer

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⟩
40 Consultations
40 Téléchargements

Altmetric

Partager

Gmail Mastodon Facebook X LinkedIn More