{"id":3386,"date":"2020-02-19T14:48:50","date_gmt":"2020-02-19T19:48:50","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3386"},"modified":"2025-04-15T14:56:17","modified_gmt":"2025-04-15T18:56:17","slug":"cs-488-week-5-updates","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/19\/cs-488-week-5-updates\/","title":{"rendered":"CS 488 \u2013 Week 5 \u2013 Updates"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">I wrote the outline of the senior project paper. It is similar to my proposal but i changed my modeling method. i need to rewrite the modeling from GMM-UBM to Convolutional Neural Networks. But I am still having bugs on the CNN resource I gained from GitHub. I am pretty sure I will use MFCC as feature extraction. But if i cannot get proper resource of CNN I probably need to change to DNN or others. But I will try my best cuz I want to use CNN. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>I wrote the outline of the senior project paper. It is similar to my proposal but i changed my modeling method. i need to rewrite the modeling from GMM-UBM to Convolutional Neural Networks. But I am still having bugs on the CNN resource I gained from GitHub. I am pretty sure I will use MFCC &#8230; <a title=\"CS 488 \u2013 Week 5 \u2013 Updates\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/19\/cs-488-week-5-updates\/\" aria-label=\"Read more about CS 488 \u2013 Week 5 \u2013 Updates\">Read more<\/a><\/p>\n","protected":false},"author":54,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,19,100],"tags":[],"class_list":["post-3386","post","type-post","status-publish","format-standard","hentry","category-80","category-student","category-yuqian-zhang"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3386","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=3386"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3386\/revisions"}],"predecessor-version":[{"id":3394,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3386\/revisions\/3394"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=3386"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=3386"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=3386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}