{"id":648913,"date":"2017-04-14T08:10:44","date_gmt":"2017-04-14T08:10:44","guid":{"rendered":"https:\/\/enterpriseam.com\/egypt\/2017\/04\/14\/spotify-claims-to-develop-an-algorithm-to-sort-songs-by-emotion-rather-than-genre\/"},"modified":"2017-04-14T08:10:44","modified_gmt":"2017-04-14T08:10:44","slug":"spotify-claims-to-develop-an-algorithm-to-sort-songs-by-emotion-rather-than-genre","status":"publish","type":"post","link":"https:\/\/enterpriseam.com\/egypt\/2017\/04\/14\/spotify-claims-to-develop-an-algorithm-to-sort-songs-by-emotion-rather-than-genre\/","title":{"rendered":"Spotify claims to develop an algorithm to sort songs by emotion, rather than genre"},"content":{"rendered":"

Spotify claims to develop an algorithm to sort songs by emotion, rather than genre: <\/strong>The human brain is wired to make connections with innumerable things that act as cues to trigger specific thoughts or emotions when we come across them. A specific aroma will take us back to our grandmother\u2019s kitchen, and the sound of waves bring up memories of summers spent by the beach. Music is not only not an exception \u2014 we arguably form the most robust mental and emotional connections with musical cues<\/a>. So for technology to tap into that to improve our musical (and hence, emotional) experience would be rather groundbreaking \u2014 and that\u2019s exactly what the people at Spotify claim to have done,<\/strong> David Sumpter writes for The Economist\u2019s sister magazine, 1843<\/a>. They\u2019re developing an algorithm that can apparently differentiate between a sad song and a happy one, thereby sorting mns of different songs into emotional categories to give users a better, more personalized listening experience. \u201cThe algorithm combines musical properties like volume, tempo and \u2014 most importantly \u2014 energy with \u201cemotional valence,\u201d a measure of how happy or sad a song makes you feel. Generally speaking, high valence sounds make people feel positive emotions, while low valence sounds are associated with negative emotions.\u201d The development process relied on human feedback on their emotional reactions to songs that were either high or low valence sounds, which were then fed into a computer to allow it to learn the basis for analyzing the songs.<\/p>\n","protected":false},"excerpt":{"rendered":"

Spotify claims to develop an algorithm to sort songs by emotion, rather than genre: The human brain is wired to make connections with innumerable things that act as cues to trigger specific thoughts or emotions when we come across them. A specific aroma will take us back to our grandmother\u2019s kitchen, and the sound of […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"single-feature.php","format":"standard","meta":{"_acf_changed":false,"newspack_ads_suppress_ads":false,"newspack_popups_has_disabled_popups":false,"newspack_sponsor_sponsorship_scope":"","newspack_sponsor_native_byline_display":"inherit","newspack_sponsor_native_category_display":"inherit","newspack_sponsor_underwriter_style":"inherit","newspack_sponsor_underwriter_placement":"inherit","ep_exclude_from_search":false,"_primary_brand":0,"newspack_featured_image_position":"","newspack_post_subtitle":"","newspack_article_summary_title":"Overview:","newspack_article_summary":"","newspack_hide_updated_date":false,"newspack_show_updated_date":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[12020],"tags":[72,12019],"brand":[],"newspack_spnsrs_tax":[],"class_list":["post-648913","post","type-post","status-publish","format-standard","hentry","category-personal-tech","tag-enterpriseam","tag-personal-tech","wpautop","entry"],"acf":{"mongo_id":"0b55ff15-01e8-404d-b564-e5efd4239682","order":"0","is_powered_by":true,"story_type":"1","photo_url":"","photo_position":"above","related_issue":[648891],"teaser":"","voice_url":""},"yoast_head":"\nSpotify claims to develop an algorithm to sort songs by emotion, rather than genre - EnterpriseAM Egypt<\/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:\/\/enterpriseam.com\/egypt\/2017\/04\/14\/spotify-claims-to-develop-an-algorithm-to-sort-songs-by-emotion-rather-than-genre\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spotify claims to develop an algorithm to sort songs by emotion, rather than genre\" \/>\n<meta property=\"og:description\" content=\"Spotify claims to develop an algorithm to sort songs by emotion, rather than genre: The human brain is wired to make connections with innumerable things that act as cues to trigger specific thoughts or emotions when we come across them. 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