{"id":1069,"date":"2025-01-30T18:05:52","date_gmt":"2025-01-30T18:05:52","guid":{"rendered":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/?p=1069"},"modified":"2025-01-30T18:06:03","modified_gmt":"2025-01-30T18:06:03","slug":"week-3-qrb1","status":"publish","type":"post","link":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/2025\/01\/30\/week-3-qrb1\/","title":{"rendered":"Week 3 &#8211; QRB1"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"742\" src=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-1024x742.jpg\" alt=\"\" class=\"wp-image-1071\" srcset=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-1024x742.jpg 1024w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-300x218.jpg 300w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-768x557.jpg 768w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-1536x1114.jpg 1536w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled-290x210.jpg 290w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-content\/uploads\/sites\/173\/2025\/01\/Untitled.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Team Noesys preparing for QRB1<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">This week, we presented our progress at QRB1 and received valuable feedback from various coaches. We shared detailed model performance metrics with our liaison, and we&#8217;ve achieved our target accuracy goals for audio, transcript, and action unit recognition as specified in our Technical Performance Measures. We have also implemented a joint-representation multimodal transformer architecture for the fusion model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For the upcoming week, we&#8217;ll focus on enhancing our CLIP model through image-text pair training and hyperparameter tuning. We&#8217;re moving forward with end-to-end testing of our fusion model using our highest-performing components. Additional tasks include training CNN and ConvLSTM models for audio emotion recognition, testing FG-Net accuracy for emotion-specific markers, and acquiring supplementary training data. Our project continues to progress on schedule as we move toward our integration goals.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, we presented our progress at QRB1 and received valuable feedback from various coaches. We shared detailed model performance metrics with our liaison, and we&#8217;ve achieved our target accuracy goals for audio, transcript, and action unit recognition as specified&hellip; <a href=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/2025\/01\/30\/week-3-qrb1\/\" aria-label=\"Read \\\"Week 3 &#8211; QRB1\\\" class=\"read-more\">Read&nbsp;More<\/a><\/p>\n","protected":false},"author":637,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[12],"tags":[],"class_list":["post-1069","post","type-post","status-publish","format-standard","hentry","category-springsemester"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/posts\/1069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/users\/637"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/comments?post=1069"}],"version-history":[{"count":1,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/posts\/1069\/revisions"}],"predecessor-version":[{"id":1073,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/posts\/1069\/revisions\/1073"}],"wp:attachment":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/media?parent=1069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/categories?post=1069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2425team01\/wp-json\/wp\/v2\/tags?post=1069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}