{"id":96,"date":"2013-12-26T19:57:10","date_gmt":"2013-12-26T19:57:10","guid":{"rendered":"https:\/\/mikewinters.io\/?p=96"},"modified":"2019-10-09T23:49:13","modified_gmt":"2019-10-09T23:49:13","slug":"sonification-of-music-information","status":"publish","type":"post","link":"https:\/\/mikewinters.io\/?p=96","title":{"rendered":"Beethoven at 10,000 Notes per Second"},"content":{"rendered":"\n<p>As a music technology researcher, I&#8217;m aware of the incredible amount of information available about music. The practice of Computational Music Analysis involves analyzing large databases of music to find patterns representing distinct styles, genres and composers. <\/p>\n\n\n\n<p>At the end of my master&#8217;s degree, I worked with developers at the <a href=\"https:\/\/elvisproject.ca\/\">ELVIS Project<\/a> to make a <a href=\"https:\/\/elvisproject.ca\/sonification\/index.html\">sonification interface<\/a> for rapidly scanning through databases of music by ear. Audio seemed like an intuitive choice to represent this data.<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"501\" src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-1024x501.png\" alt=\"\" class=\"wp-image-98\" srcset=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-1024x501.png 1024w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-300x147.png 300w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-768x376.png 768w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-400x196.png 400w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM-800x392.png 800w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/Screen-Shot-2019-09-26-at-3.33.25-PM.png 1044w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>It was fun to find out that the difference between composers could be heard, even at 10,000 notes per second.  <\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MIDI_MM_T18_10000-3.mp3\"><\/audio><figcaption>Monteverdi&#8217;s Madrigals &#8211; 10,000 Notes\/Second<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MIDI_BC_T18_10000-1.mp3\"><\/audio><figcaption>Bach&#8217;s Chorales &#8211; 10,000 Notes\/Second<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MIDI_BSQ_T18_10000-1.mp3\"><\/audio><figcaption>Beethoven&#8217;s String Quartets &#8211; 10,000 Notes\/Second<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>You can find <a href=\"https:\/\/elvisproject.ca\/sonification\/index.html\">the app, the source code and more examples here<\/a><\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-2 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"349\" src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-1024x349.png\" alt=\"\" data-id=\"163\" data-link=\"https:\/\/mikewinters.io\/?attachment_id=163\" class=\"wp-image-163\" srcset=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-1024x349.png 1024w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-300x102.png 300w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-768x262.png 768w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-1870x638.png 1870w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-400x136.png 400w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo-800x273.png 800w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/ELVIS_logo.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"363\" src=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-1024x363.jpeg\" alt=\"\" data-id=\"80\" data-link=\"https:\/\/mikewinters.io\/?attachment_id=80\" class=\"wp-image-80\" srcset=\"https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-1024x363.jpeg 1024w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-300x106.jpeg 300w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-768x272.jpeg 768w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-400x142.jpeg 400w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1-800x283.jpeg 800w, https:\/\/mikewinters.io\/wp-content\/uploads\/2019\/09\/MCGILL_LOGO-1.jpeg 1437w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Publications<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Winters, R. M., &amp; Cumming, J. E. (2014). <a href=\"https:\/\/smartech.gatech.edu\/handle\/1853\/52072\">Sonification Symbolic Music in the ELVIS Project<\/a>. <em>Proceedings of the 20th International Conference on Auditory Display<\/em>. New York, NY.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Press<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Leenders-Cheng, V. (2014, April 2). <a href=\"https:\/\/reporter.mcgill.ca\/the-big-picture-on-big-data\/\">The Big Picture on Big Data &#8211; Mapping Musical Intervals<\/a>. <em>McGill Reporter<\/em>. <\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>As a music technology researcher, I&#8217;m aware of the incredible amount of information available about music. The practice of Computational Music Analysis involves analyzing large databases of music to find patterns representing distinct styles, genres and composers. At the end of my master&#8217;s degree, I worked with developers at the ELVIS Project to make a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":124,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,9,5,34,12,11,2],"tags":[],"class_list":["post-96","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coding","category-collaboration","category-design","category-interdisciplinary","category-music-research","category-publication","category-sonification","has-thumbnail"],"_links":{"self":[{"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/posts\/96","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mikewinters.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=96"}],"version-history":[{"count":17,"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/posts\/96\/revisions"}],"predecessor-version":[{"id":250,"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/posts\/96\/revisions\/250"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mikewinters.io\/index.php?rest_route=\/wp\/v2\/media\/124"}],"wp:attachment":[{"href":"https:\/\/mikewinters.io\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=96"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mikewinters.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=96"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mikewinters.io\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=96"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}