{"id":1004,"date":"2023-06-29T17:48:14","date_gmt":"2023-06-29T15:48:14","guid":{"rendered":"https:\/\/reach.ircam.fr\/?p=1004"},"modified":"2024-02-29T18:19:08","modified_gmt":"2024-02-29T17:19:08","slug":"somax2-a-distributed-co-creative-system-for-human-machine-co-improvisation","status":"publish","type":"post","link":"https:\/\/reach.ircam.fr\/index.php\/2023\/06\/29\/somax2-a-distributed-co-creative-system-for-human-machine-co-improvisation\/","title":{"rendered":"Somax2 \u2013 A Distributed Co-Creative System for Human-Machine Co-Improvisation"},"content":{"rendered":"\t\t
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Marco Fiorini, Mikhail Malt. Somax2 \u2013 A Distributed Co-Creative System for Human-Machine Co-Improvisation. Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence HHAI 2023, Jun 2023, Munich, Germany. \u27e8hal-04444997\u27e9<\/p>

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Abstract<\/strong>: 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 \u201cknowledge\u201d. 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\u2019s engagement through emotion and motivation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Marco Fiorini, Mikhail Malt. Somax2 \u2013 A Distributed Co-Creative System for Human-Machine Co-Improvisation. Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence HHAI 2023, Jun 2023, Munich, Germany. \u27e8hal-04444997\u27e9 Full publication Download PDF Abstract: Somax2 is a multi-agent interactive system, based on machine-listening, machine learning and generative units, performing live machine co-improvisation with musicians. […]<\/p>\n","protected":false},"author":2,"featured_media":1032,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[73],"tags":[],"class_list":["post-1004","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software"],"aioseo_notices":[],"blog_post_layout_featured_media_urls":{"thumbnail":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-150x150.png",150,150,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841.png",1723,749,false]},"categories_names":{"73":{"name":"Software","link":"https:\/\/reach.ircam.fr\/index.php\/category\/research\/software\/"}},"tags_names":[],"comments_number":"0","wpmagazine_modules_lite_featured_media_urls":{"thumbnail":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-150x150.png",150,150,true],"cvmm-medium":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-300x300.png",300,300,true],"cvmm-medium-plus":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-305x207.png",305,207,true],"cvmm-portrait":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-400x600.png",400,600,true],"cvmm-medium-square":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-600x600.png",600,600,true],"cvmm-large":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-1024x749.png",1024,749,true],"cvmm-small":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841-130x95.png",130,95,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2023\/06\/Capture-decran-2024-02-29-181841.png",1723,749,false]},"_links":{"self":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/1004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/comments?post=1004"}],"version-history":[{"count":7,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/1004\/revisions"}],"predecessor-version":[{"id":1035,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/1004\/revisions\/1035"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media\/1032"}],"wp:attachment":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media?parent=1004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/categories?post=1004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/tags?post=1004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}