{"id":141,"date":"2023-04-30T22:55:13","date_gmt":"2023-04-30T22:55:13","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/?p=141"},"modified":"2023-04-30T22:55:13","modified_gmt":"2023-04-30T22:55:13","slug":"team-status-4-29","status":"publish","type":"post","link":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/2023\/04\/30\/team-status-4-29\/","title":{"rendered":"Team Status 4\/29"},"content":{"rendered":"<p>&nbsp;<\/p>\n<ul>\n<li><strong>List all unit tests and overall system test carried out for experimentation of the system. List any findings and design changes made from your analysis of test results and other data obtained from the experimentation.<\/strong><\/li>\n<\/ul>\n<p>Signal Processing: ~30 samples tested, looking for pitch accuracy and onset accuracy primarily.<\/p>\n<p>ML Model:<\/p>\n<p>Web backend:<\/p>\n<ul>\n<li><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">What<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">are<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">most<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">significant<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">risks<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">that<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">could<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">jeopardize<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">success<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">of<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the\u00a0<\/span><\/strong><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">project?<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">How<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">are<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">these<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">risks<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">being<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">managed?<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">What<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">co<\/span><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">ntingency<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">plans<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">are<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">ready?<\/span><\/strong><\/li>\n<\/ul>\n<p>The biggest risk to the project is still the quality of generated music. Although the quality of music generated by the pre trained model is good, It&#8217;s hard to predict how the finetuning will affect the generated music. To mitigate this risk we&#8217;re researching different techniques used when fine tuning models (such as freezing certain weights) to prevent divergence.<\/p>\n<ul>\n<li><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">Were<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">any<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">changes<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">made<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">to<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">existing<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">design<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">of<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">system<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">(requirements,\u00a0<\/span><\/strong><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">block<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">diagram,<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">system<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">spec,<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">etc<\/span><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">)?<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">Why<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">was<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">this<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">change<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">necessary,<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">what<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">costs\u00a0<\/span><\/strong><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">does<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">the<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">change<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">incur,<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">and<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">how<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">will<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">these<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">costs<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">be<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">mitigated<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">going forward?<\/span><\/strong><\/li>\n<\/ul>\n<p>The overall design of the system remains the same.<\/p>\n<ul>\n<li><strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">Provide<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">an<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">updated<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">schedule<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">if<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">changes<\/span> <span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\">have<\/span> <\/strong><span class=\"textLayer--absolute\" dir=\"ltr\" role=\"presentation\"><strong>occurred<\/strong>.<\/span><\/li>\n<\/ul>\n<p>No changes<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; List all unit tests and overall system test carried out for experimentation of the system. List any findings and design changes made from your analysis of test results and other data obtained from the experimentation. Signal Processing: ~30 samples tested, looking for pitch accuracy and onset accuracy primarily. ML Model: Web backend: What are &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/2023\/04\/30\/team-status-4-29\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Team Status 4\/29&#8221;<\/span><\/a><\/p>\n","protected":false},"author":737,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/posts\/141"}],"collection":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/users\/737"}],"replies":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/comments?post=141"}],"version-history":[{"count":1,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/posts\/141\/revisions"}],"predecessor-version":[{"id":142,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/posts\/141\/revisions\/142"}],"wp:attachment":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/media?parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/categories?post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teamd5\/wp-json\/wp\/v2\/tags?post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}