{"id":2250,"date":"2024-02-09T09:07:00","date_gmt":"2024-02-09T08:07:00","guid":{"rendered":"https:\/\/reach.ircam.fr\/?p=2250"},"modified":"2024-10-07T09:10:04","modified_gmt":"2024-10-07T07:10:04","slug":"evaluating-co-creativity-using-total-information-flow","status":"publish","type":"post","link":"https:\/\/reach.ircam.fr\/index.php\/2024\/02\/09\/evaluating-co-creativity-using-total-information-flow\/","title":{"rendered":"Evaluating Co-Creativity using Total Information Flow"},"content":{"rendered":"\n<p><a href=\"https:\/\/arxiv.org\/abs\/2402.06810\" data-type=\"link\" data-id=\"https:\/\/arxiv.org\/abs\/2402.06810\">Read full publication.<\/a><\/p>\n\n\n\n<p>Published by Vignesh Gokul, Chris Francis, Shlomo Dubnov.<\/p>\n\n\n\n<p><strong>Abstract<\/strong>: Co-creativity in music refers to two or more musicians or musical agents interacting with one another by composing or improvising music. However, this is a very subjective process and each musician has their own preference as to which improvisation is better for some context. In this paper, we aim to create a measure based on total information flow to quantitatively evaluate the co-creativity process in music. In other words, our measure is an indication of how \u00ab\u00a0good\u00a0\u00bb a creative musical process is. Our main hypothesis is that a good musical creation would maximize information flow between the participants captured by music voices recorded in separate tracks. We propose a method to compute the information flow using pre-trained generative models as entropy estimators. We demonstrate how our method matches with human perception using a qualitative study.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Read full publication. Published by Vignesh Gokul, Chris Francis, Shlomo Dubnov. Abstract: Co-creativity in music refers to two or more musicians or musical agents interacting with one another by composing or improvising music. However, this is a very subjective process and each musician has their own preference as to which improvisation is better for some [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2251,"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":[46],"tags":[],"class_list":["post-2250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications-research"],"aioseo_notices":[],"blog_post_layout_featured_media_urls":{"thumbnail":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-150x150.png",150,150,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928.png",649,656,false]},"categories_names":{"46":{"name":"Publications","link":"https:\/\/reach.ircam.fr\/index.php\/category\/research\/publications-research\/"}},"tags_names":[],"comments_number":"0","wpmagazine_modules_lite_featured_media_urls":{"thumbnail":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-150x150.png",150,150,true],"cvmm-medium":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-300x300.png",300,300,true],"cvmm-medium-plus":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-305x207.png",305,207,true],"cvmm-portrait":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-400x600.png",400,600,true],"cvmm-medium-square":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-600x600.png",600,600,true],"cvmm-large":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928.png",649,656,false],"cvmm-small":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928-130x95.png",130,95,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-090928.png",649,656,false]},"_links":{"self":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2250","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=2250"}],"version-history":[{"count":1,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2250\/revisions"}],"predecessor-version":[{"id":2252,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2250\/revisions\/2252"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media\/2251"}],"wp:attachment":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media?parent=2250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/categories?post=2250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/tags?post=2250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}