{"id":26,"date":"2018-05-11T02:29:06","date_gmt":"2018-05-11T02:29:06","guid":{"rendered":"https:\/\/blogs.harvard.edu\/neuralnetwork\/?p=26"},"modified":"2018-05-11T02:29:06","modified_gmt":"2018-05-11T02:29:06","slug":"reflections","status":"publish","type":"post","link":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/2018\/05\/11\/reflections\/","title":{"rendered":"Reflections"},"content":{"rendered":"<p>I had a much bigger project in mind than what I ended up doing, mainly because I did not have the coding experience nor the time. I still managed to create a simple version of Shazam that identifies what type of music is playing, varying from classical to electronic.<\/p>\n<p>I measure the success of my neural network by testing how accurate it is at determining the song genre. The neural network classifies all the songs correctly, a next step would be to build more layers to the array so that it could maybe name the song or identify the artist.<\/p>\n<p>Here is the GitHub link for where the initial coding for my project came from:<\/p>\n<p>https:\/\/github.com\/despoisj\/DeepAudioClassification\/blob\/master\/config.py<\/p>\n<p>And here is my modified code:<\/p>\n<p>https:\/\/github.com\/izasab\/MAIN<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I had a much bigger project in mind than what I ended up doing, mainly because I did not have the coding experience nor the time. I still managed to create a simple version of Shazam that identifies what type of music is playing, varying from classical to electronic. I measure the success of my [&hellip;]<\/p>\n","protected":false},"author":9583,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-26","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/posts\/26","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/users\/9583"}],"replies":[{"embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/comments?post=26"}],"version-history":[{"count":1,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/posts\/26\/revisions"}],"predecessor-version":[{"id":27,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/posts\/26\/revisions\/27"}],"wp:attachment":[{"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/media?parent=26"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/categories?post=26"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/neuralnetwork\/wp-json\/wp\/v2\/tags?post=26"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}