{"id":261392,"date":"2017-08-05T08:34:15","date_gmt":"2017-08-05T12:34:15","guid":{"rendered":"http:\/\/www.rochester.edu\/newscenter\/?p=261392"},"modified":"2024-10-29T14:21:42","modified_gmt":"2024-10-29T18:21:42","slug":"reu-music-minds-media-miles-davis-261392","status":"publish","type":"post","link":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/","title":{"rendered":"What we learn when a machine \u2018listens\u2019 to Miles Davis"},"content":{"rendered":"<figure id=\"attachment_259802\" aria-describedby=\"caption-attachment-259802\" style=\"width: 350px\" class=\"wp-caption alignright\"><a href=\"http:\/\/www.rochester.edu\/news\/summer-of-research\/\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-259802\" style=\"border: none;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/07\/summer-postcard-193x117.jpg\" alt=\"retro travel postcard says SUMMER OF RESEARCH AT THE UNIVERSITY OF ROCHESTER\" width=\"350\" height=\"254\" srcset=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/07\/summer-postcard-630x458.jpg 630w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/07\/summer-postcard-768x558.jpg 768w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/07\/summer-postcard-1024x744.jpg 1024w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/07\/summer-postcard.jpg 1200w\" sizes=\"auto, (max-width: 350px) 100vw, 350px\" \/><\/a><figcaption id=\"caption-attachment-259802\" class=\"wp-caption-text\"><strong><a href=\"http:\/\/www.rochester.edu\/news\/summer-of-research\/\">Summer of Research: <\/a><\/strong>Our latest Newscenter series showcases a cross-section of summer research conducted by undergraduates at Rochester and beyond.<\/figcaption><\/figure>\n<p>Jake Altabef and Graham Palmer have been spending a lot of time at the University of Rochester this summer studying a recording that was first released nearly four decades before they were born.<\/p>\n<p>They\u2019ve been studying \u201cSo What,\u201d the first track on Miles Davis\u2019s <em>Kind of Blue<\/em>, which many critics consider the greatest jazz album of all time. First released on vinyl in 1959, it has subsequently been re-mastered in multiple formats, including on cassette in 1987 and on compact disc that same year and in 1997, 2009, and 2013.<\/p>\n<p>And that\u2019s what Altabef, a rising junior in computer systems engineering at Rensselaer Polytechnic Institute, and Graham, a rising senior in computer science at the University of Michigan, have been focusing on.<\/p>\n<p>How has the sound quality of \u201cSo What\u201d changed over the course of all those re-masters? Is the song \u201cbrighter\u201d in some formats than others? Is there less background \u201cnoise\u201d on disc than on vinyl?<\/p>\n<p>To compare the re-mastered versions of the track, they\u2019ve been using various tools, such as MATLAB software to analyze the noise-to-signal ratios and the Bark psychoacoustic scale to compare the relative loudness.<\/p>\n<div class=\"embed-container\"><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/SWzK8VWVt3s\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p>By the midpoint of their project, patterns were emerging. \u201cWhenever the recording companies re-master a track, they try to get rid of white noise, and you find a pretty clear trend as you go through time. The signal\u2014the noise that you want to hear\u2014is going up,\u201d Palmer says.<\/p>\n<p>Altabef and Graham are at Rochester as participants in a new Research Experience for Undergraduates, or REU, program called Computational Methods for Understanding Music, Media, and Minds. REUs are designed at universities and funded by the National Science Foundation as part of a federal effort to make research accessible to undergraduate students from as many backgrounds as possible. Ten undergraduates are participating in this REU this summer, seven of whom are from other universities.<\/p>\n<p>Computational Methods for Understanding Music, Media, and Minds, offered through the <strong><a href=\"http:\/\/www.sas.rochester.edu\/dsc\/\">Goergen Institute for Data Science <\/a><\/strong>and the <strong><a href=\"https:\/\/www.rochester.edu\/college\/kearnscenter\/\">Kearns Center for Leadership and Diversity<\/a><\/strong>, capitalizes on some of the University\u2019s core strengths\u2014in music and data science research as well as in multidisciplinary research opportunities for undergraduates. Altabef and Graham, for example, are benefiting from working alongside two mentors from different, but related, disciplines. Darren Mueller is an assistant professor of musicology at the University\u2019s renowned Eastman School of Music and an expert on cultural aspects of music. Stephen Roessner, a Grammy Award\u2013winning lecturer in audio and music engineering, is an expert in recording techniques and analyzing sound quality.<\/p>\n<figure id=\"attachment_261572\" aria-describedby=\"caption-attachment-261572\" style=\"width: 1500px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-261572 size-full\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/Signal-to-Noise-Ratios-Graphic-FINALrev3.jpg\" alt=\"bar chart shows the signal-to-noise ration in various recordings of Miles Davis's &quot;So What.&quot; 1959 mono lp = 15.7. 1959 stereo LP = 14. 1987 cassette = 30.4. 1997 CD = 31.9. 2009 CD = 31. 2010 LP = 14.0. 2012 iTunes = 29.1. 2013 CD = 26.4.\" width=\"1500\" height=\"983\" srcset=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/Signal-to-Noise-Ratios-Graphic-FINALrev3.jpg 1500w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/Signal-to-Noise-Ratios-Graphic-FINALrev3-630x413.jpg 630w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/Signal-to-Noise-Ratios-Graphic-FINALrev3-768x503.jpg 768w, https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/Signal-to-Noise-Ratios-Graphic-FINALrev3-1024x671.jpg 1024w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><figcaption id=\"caption-attachment-261572\" class=\"wp-caption-text\">Chart shows signal-to-noise ratios of \u201cSo What\u201d recordings, from data gathered by Jake Altabef and Graham Palmer. The data show a significantly lower ratio of the signal (sound you want to hear) to noise (background sounds) heard on LP\u2019s compared to newer mediums \u2013 a direct result of recording with an analog system rather than digitally. Surprisingly, the signal-to-noise ratio measured in the cassette recording was not significantly worse than any of the CD recordings despite an audible tape hiss. In contrast, the newest CD\u2019s have a lower signal-to-noise ratio, perhaps due to the increase in power to the bass frequencies, which may have raised the sound floor as well. (University illustration \/ Sarah Kirchoff)<\/figcaption><\/figure>\n<p>This particular project was suggested by Mueller, who is interested in examining what happens during transitions in musical technologies. By looking at the same material across the decades, he says, it is possible to trace the different interests, or \u201cinvestments,\u201d at play. The vested interests include those of record companies, which adopted new formats to try to reach as many consumers as possible. Meanwhile, consumers\u2019 buying preferences revealed what they were\u2014or were not\u2014willing to accept in terms of sound quality. Finally, the interplay between these interests, in turn, could affect the music itself.<\/p>\n<p>\u201cWhen the cassette came out, for example, it became very popular because it was mobile. You could put it in your car, you could walk around with it,\u201d Mueller says. \u201cPeople realized they could sacrifice a little in fidelity because they wanted that portability.\u201d<\/p>\n<p>Debates about the relative fidelity of music recordings are nothing new, Mueller adds. Signal-to-noise ratio, for example, has preoccupied recording engineers and music lovers since the dawn of vinyl.<\/p>\n<p>\u201cIt\u2019s not a new idea. We\u2019re just applying new tools,\u201d Mueller says. And that\u2019s another interesting facet about projects like this one.<\/p>\n<p>\u201cWhat can data tell us that maybe our own ears can or can\u2019t?\u201d he asks. \u201cData is a type of computer-generated listening that may or may not be the same as our own listening. How can I expand my own listening by using computational tools?\u201d<\/p>\n<p>One challenge for the students is finding a point in a recording when there\u2019s no music, so that whatever background noise is present can be isolated. \u201cYou have to listen to a song over and over again to find that one moment of silence,\u201d Altabef says. \u201cOn LPs it\u2019s easy because there\u2019s \u2018hiss\u2019 before the music starts. But when you get to CDs, it\u2019s a lot harder.\u201d<\/p>\n<p>At least Altabef and Graham are spending their time with a classic Miles Davis track that continues to resonate across generations.<\/p>\n<p>\u201cI enjoy it,\u201d Graham says. \u201cIt has its own feel\u2014kind of laid back, but at the same time, virtuosic.\u201d<\/p>\n<p>\u201cI have never truly listened to jazz, so getting into it is actually really cool,\u201d Altabef says. \u201cIt\u2019s very different from popular music. Elegant.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Two undergraduates are spending their summer analyzing a recording that was first released nearly four decades before they were born.<\/p>\n","protected":false},"author":286,"featured_media":261562,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13092],"tags":[31972,3286,29502,18632,18572,41362,20932],"class_list":["post-261392","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-the-arts","tag-audio-and-music-engineering","tag-eastman-school-of-music","tag-featured-post-side","tag-hajim-school-of-engineering-and-applied-sciences","tag-research-finding","tag-summer-of-research-2017","tag-undergraduate-research"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What we learn when a machine \u2018listens\u2019 to Miles Davis<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What we learn when a machine \u2018listens\u2019 to Miles Davis\" \/>\n<meta property=\"og:description\" content=\"Two undergraduates are spending their summer analyzing a recording that was first released nearly four decades before they were born.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/\" \/>\n<meta property=\"og:site_name\" content=\"News Center\" \/>\n<meta property=\"article:published_time\" content=\"2017-08-05T12:34:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-29T18:21:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Bob Marcotte\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bob Marcotte\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/\"},\"author\":{\"name\":\"Bob Marcotte\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/#\\\/schema\\\/person\\\/e0d8d271cd290d592461fa9cefca013b\"},\"headline\":\"What we learn when a machine \u2018listens\u2019 to Miles Davis\",\"datePublished\":\"2017-08-05T12:34:15+00:00\",\"dateModified\":\"2024-10-29T18:21:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/\"},\"wordCount\":959,\"image\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/fea-miles-davis-album.jpg\",\"keywords\":[\"Audio and Music Engineering\",\"Eastman School of Music\",\"featured-post-side\",\"Hajim School of Engineering and Applied Sciences\",\"research finding\",\"summer-of-research-2017\",\"undergraduate research\"],\"articleSection\":[\"The Arts\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/\",\"url\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/\",\"name\":\"What we learn when a machine \u2018listens\u2019 to Miles Davis\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/fea-miles-davis-album.jpg\",\"datePublished\":\"2017-08-05T12:34:15+00:00\",\"dateModified\":\"2024-10-29T18:21:42+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/#\\\/schema\\\/person\\\/e0d8d271cd290d592461fa9cefca013b\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/fea-miles-davis-album.jpg\",\"contentUrl\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/fea-miles-davis-album.jpg\",\"width\":1000,\"height\":600,\"caption\":\"(Flick photo \\\/ mrbluegenes)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/reu-music-minds-media-miles-davis-261392\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What we learn when a machine \u2018listens\u2019 to Miles Davis\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/#website\",\"url\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/\",\"name\":\"News Center\",\"description\":\"University of Rochester\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/#\\\/schema\\\/person\\\/e0d8d271cd290d592461fa9cefca013b\",\"name\":\"Bob Marcotte\",\"url\":\"https:\\\/\\\/www.rochester.edu\\\/newscenter\\\/author\\\/bmarcotte\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What we learn when a machine \u2018listens\u2019 to Miles Davis","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/","og_locale":"en_US","og_type":"article","og_title":"What we learn when a machine \u2018listens\u2019 to Miles Davis","og_description":"Two undergraduates are spending their summer analyzing a recording that was first released nearly four decades before they were born.","og_url":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/","og_site_name":"News Center","article_published_time":"2017-08-05T12:34:15+00:00","article_modified_time":"2024-10-29T18:21:42+00:00","og_image":[{"url":"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg","width":1000,"height":600,"type":"image\/jpeg"}],"author":"Bob Marcotte","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Bob Marcotte","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#article","isPartOf":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/"},"author":{"name":"Bob Marcotte","@id":"https:\/\/www.rochester.edu\/newscenter\/#\/schema\/person\/e0d8d271cd290d592461fa9cefca013b"},"headline":"What we learn when a machine \u2018listens\u2019 to Miles Davis","datePublished":"2017-08-05T12:34:15+00:00","dateModified":"2024-10-29T18:21:42+00:00","mainEntityOfPage":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/"},"wordCount":959,"image":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#primaryimage"},"thumbnailUrl":"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg","keywords":["Audio and Music Engineering","Eastman School of Music","featured-post-side","Hajim School of Engineering and Applied Sciences","research finding","summer-of-research-2017","undergraduate research"],"articleSection":["The Arts"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/","url":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/","name":"What we learn when a machine \u2018listens\u2019 to Miles Davis","isPartOf":{"@id":"https:\/\/www.rochester.edu\/newscenter\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#primaryimage"},"image":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#primaryimage"},"thumbnailUrl":"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg","datePublished":"2017-08-05T12:34:15+00:00","dateModified":"2024-10-29T18:21:42+00:00","author":{"@id":"https:\/\/www.rochester.edu\/newscenter\/#\/schema\/person\/e0d8d271cd290d592461fa9cefca013b"},"breadcrumb":{"@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#primaryimage","url":"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg","contentUrl":"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2017\/08\/fea-miles-davis-album.jpg","width":1000,"height":600,"caption":"(Flick photo \/ mrbluegenes)"},{"@type":"BreadcrumbList","@id":"https:\/\/www.rochester.edu\/newscenter\/reu-music-minds-media-miles-davis-261392\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.rochester.edu\/newscenter\/"},{"@type":"ListItem","position":2,"name":"What we learn when a machine \u2018listens\u2019 to Miles Davis"}]},{"@type":"WebSite","@id":"https:\/\/www.rochester.edu\/newscenter\/#website","url":"https:\/\/www.rochester.edu\/newscenter\/","name":"News Center","description":"University of Rochester","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.rochester.edu\/newscenter\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.rochester.edu\/newscenter\/#\/schema\/person\/e0d8d271cd290d592461fa9cefca013b","name":"Bob Marcotte","url":"https:\/\/www.rochester.edu\/newscenter\/author\/bmarcotte\/"}]}},"_links":{"self":[{"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/posts\/261392","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/users\/286"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/comments?post=261392"}],"version-history":[{"count":14,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/posts\/261392\/revisions"}],"predecessor-version":[{"id":262802,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/posts\/261392\/revisions\/262802"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/media\/261562"}],"wp:attachment":[{"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/media?parent=261392"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/categories?post=261392"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rochester.edu\/newscenter\/wp-json\/wp\/v2\/tags?post=261392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}