{"id":2268,"date":"2023-03-02T09:31:00","date_gmt":"2023-03-02T08:31:00","guid":{"rendered":"https:\/\/reach.ircam.fr\/?p=2268"},"modified":"2024-10-07T09:34:41","modified_gmt":"2024-10-07T07:34:41","slug":"switching-machine-improvisation-models-by-latent-transfer-entropy-criteria-2","status":"publish","type":"post","link":"https:\/\/reach.ircam.fr\/index.php\/2023\/03\/02\/switching-machine-improvisation-models-by-latent-transfer-entropy-criteria-2\/","title":{"rendered":"Switching machine improvisation models by latent transfer entropy criteria"},"content":{"rendered":"\n<p><a href=\"https:\/\/hal.science\/hal-04010744\/\">Read full publication.<\/a><\/p>\n\n\n\n<p>Published by Shlomo Dubnov, Vignesh Gokul, G\u00e9rard Assayag.<\/p>\n\n\n\n<p><strong>Abstract<\/strong>: Music improvisation is the ability of musical generative systems to interact with either another music agent or a human improviser. This is a challenging task, as it is not trivial to define a quantitative measure that evaluates the creativity of the musical agent. It is also not feasible to create huge paired corpora of agents interacting with each other to train a critic system. In this paper we consider the problem of controlling machine improvisation by switching between several pre-trained models by finding the best match to an external control signal. We introduce a measure SymTE that searches for the best transfer entropy between representations of the generated and control signals over multiple generative models.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Read full publication. Published by Shlomo Dubnov, Vignesh Gokul, G\u00e9rard Assayag. Abstract: Music improvisation is the ability of musical generative systems to interact with either another music agent or a human improviser. This is a challenging task, as it is not trivial to define a quantitative measure that evaluates the creativity of the musical agent. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2269,"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-2268","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-2024-10-07-093339-150x150.png",150,150,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339.png",1308,376,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-2024-10-07-093339-150x150.png",150,150,true],"cvmm-medium":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-300x300.png",300,300,true],"cvmm-medium-plus":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-305x207.png",305,207,true],"cvmm-portrait":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-400x376.png",400,376,true],"cvmm-medium-square":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-600x376.png",600,376,true],"cvmm-large":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-1024x376.png",1024,376,true],"cvmm-small":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339-130x95.png",130,95,true],"full":["https:\/\/reach.ircam.fr\/wp-content\/uploads\/2024\/10\/Screenshot-2024-10-07-093339.png",1308,376,false]},"_links":{"self":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2268","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=2268"}],"version-history":[{"count":1,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2268\/revisions"}],"predecessor-version":[{"id":2270,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/posts\/2268\/revisions\/2270"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media\/2269"}],"wp:attachment":[{"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/media?parent=2268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/categories?post=2268"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/reach.ircam.fr\/index.php\/wp-json\/wp\/v2\/tags?post=2268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}