{"id":693,"date":"2024-10-21T14:17:04","date_gmt":"2024-10-21T14:17:04","guid":{"rendered":"https:\/\/mbic-auditorylab.nl\/home\/?p=693"},"modified":"2024-10-21T15:02:06","modified_gmt":"2024-10-21T15:02:06","slug":"new-article-in-scientific-reports-semantically-informed-dnn-for-sound-recognition","status":"publish","type":"post","link":"https:\/\/mbic-auditorylab.nl\/home\/new-article-in-scientific-reports-semantically-informed-dnn-for-sound-recognition\/","title":{"rendered":"New article in Scientific Reports:  Semantically-informed DNN for sound recognition"},"content":{"rendered":"<p>In this new article in <em>Scientific Report<\/em> (Open Access), we have learned that deep neural networks (DNN) mapping sounds to distributed language semantics approximate human listeners\u2019 behavior better than standard DNNs with categorical output:<\/p>\n<p>Esposito, M., Valente, G., Plasencia-Cala\u00f1a, Y., Michel Dumontier, Bruno L. Giordano, Elia Formisano<i>.<\/i>\u00a0Bridging auditory perception and natural language processing with semantically informed deep neural networks.\u00a0<i>Scientific Reports<\/i>\u00a0<b>14<\/b>, 20994 (2024). <a href=\"https:\/\/doi.org\/10.1038\/s41598-024-71693-9\">https:\/\/doi.org\/10.1038\/s41598-024-71693-9<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this new article in Scientific Report (Open Access), we have learned that deep neural networks (DNN) mapping sounds to distributed language semantics approximate human listeners\u2019 behavior better than standard DNNs with categorical output: Esposito, M., Valente, G., Plasencia-Cala\u00f1a, Y., Michel Dumontier, Bruno L. Giordano, Elia Formisano.\u00a0Bridging auditory perception and natural language processing with semantically [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-693","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"acf":[],"_links":{"self":[{"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/posts\/693","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/comments?post=693"}],"version-history":[{"count":3,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/posts\/693\/revisions"}],"predecessor-version":[{"id":703,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/posts\/693\/revisions\/703"}],"wp:attachment":[{"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/media?parent=693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/categories?post=693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mbic-auditorylab.nl\/home\/wp-json\/wp\/v2\/tags?post=693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}