{"id":3413,"date":"2017-05-01T02:00:12","date_gmt":"2017-05-01T09:00:12","guid":{"rendered":"http:\/\/softwareengineeringdaily.com\/?p=3413"},"modified":"2021-11-02T21:48:01","modified_gmt":"2021-11-03T04:48:01","slug":"google-brain-music-generation-with-doug-eck","status":"publish","type":"post","link":"https:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/","title":{"rendered":"Google Brain Music Generation with Doug Eck"},"content":{"rendered":"<p><img decoding=\"async\" data-attachment-id=\"2475\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2016\/04\/19\/googles-container-management-brendan-burns\/brendan-burns\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2016\/04\/brendan-burns.jpg?fit=175%2C175&amp;ssl=1\" data-orig-size=\"175,175\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"brendan-burns\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2016\/04\/brendan-burns.jpg?fit=175%2C175&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2016\/04\/brendan-burns.jpg?fit=175%2C175&amp;ssl=1\" class=\"alignright size-full wp-image-2475\" style=\"border-radius: 50%; border: 1px solid #000000; max-width: 175px; max-height: 175px;\" src=\"https:\/\/avatars1.githubusercontent.com\/u\/16005698?v=3&amp;s=400\" width=\"175\" height=\"175\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Most popular music today uses a computer as the central instrument. A single musician is often selecting the instruments, programming the drum loops, composing the melodies, and mixing the track to get the right overall atmosphere. <\/span><\/p>\n<p>With so much work to do on each song, popular musicians need to simplify&#8211;the result is that pop music today consists of simple melodies without much chord progression.<\/p>\n<p>Magenta is a project out of Google Brain to design algorithms that learn how to generate art and music. One goal of Magenta is to advance the state of the art in machine intelligence for music and art generation. Another goal is to build a community of artists, coders, and machine learning researchers who can collaborate.<\/p>\n<p>Engineers today are happy to outsource server management to a cloud service provider. Similarly, a musician can use Magenta for creation of a melody, so she can focus on other aspects of a song, such as instrumentation.<\/p>\n<p>Doug Eck is a research scientist at Google. In today\u2019s episode, we explore the Magenta project and the future of music.<\/p>\n<p><span style=\"font-weight: 400;\">Software Engineering Daily is having our third Meetup, Wednesday May 3rd at Galvanize in San Francisco. The theme of this Meetup is Fraud and Risk in Software. We will have great food, engaging speakers, and a friendly, intellectual atmosphere. To find out more, go to <a href=\"http:\/\/softwareengineeringdaily.com\/meetup\">softwareengineeringdaily.com\/meetup<\/a>. We would love to get your feedback on Software Engineering Daily. Please fill out the listener survey, available on <a href=\"http:\/\/softwareengineeringdaily.com\/survey\">softwareengineeringdaily.com\/survey<\/a>.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Most popular music today uses a computer as the central instrument. A single musician is often selecting the instruments, programming the drum loops, composing the melodies, and mixing the track to get the right overall atmosphere. With so much work to do on each song, popular musicians need to simplify&#8211;the result is that pop music<\/p>\n","protected":false},"author":3,"featured_media":3485,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"[podcast] Google Brain Music Generation with Doug Eck @douglas_eck #Magenta #TensorFlow #MachineLearning","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[1363,1080,14],"tags":[43,311,332,489],"class_list":["post-3413","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-episodes","category-machine-learning","category-podcast","tag-google","tag-machine-learning","tag-music","tag-tensorflow"],"jetpack_publicize_connections":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google Brain Music Generation with Doug Eck - Software Engineering Daily<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Brain Music Generation with Doug Eck - Software Engineering Daily\" \/>\n<meta property=\"og:description\" content=\"Most popular music today uses a computer as the central instrument. 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With so much work to do on each song, popular musicians need to simplify&#8211;the result is that pop music\" \/>\n<meta property=\"og:url\" content=\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\" \/>\n<meta property=\"og:site_name\" content=\"Software Engineering Daily\" \/>\n<meta property=\"article:published_time\" content=\"2017-05-01T09:00:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-03T04:48:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2017\/05\/magenta-logo.png?fit=2359%2C871\" \/>\n\t<meta property=\"og:image:width\" content=\"2359\" \/>\n\t<meta property=\"og:image:height\" content=\"871\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"SE Daily\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@software_daily\" \/>\n<meta name=\"twitter:site\" content=\"@software_daily\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"SE Daily\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\"},\"author\":{\"name\":\"SE Daily\",\"@id\":\"https:\/\/softwareengineeringdaily.com\/#\/schema\/person\/822f06fe7d6f895baba29a9c0a3aa6c8\"},\"headline\":\"Google Brain Music Generation with Doug Eck\",\"datePublished\":\"2017-05-01T09:00:12+00:00\",\"dateModified\":\"2021-11-03T04:48:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\"},\"wordCount\":256,\"publisher\":{\"@id\":\"https:\/\/softwareengineeringdaily.com\/#organization\"},\"image\":{\"@id\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2017\/05\/magenta-logo.png?fit=2359%2C871&ssl=1\",\"keywords\":[\"Google\",\"Machine Learning\",\"Music\",\"TensorFlow\"],\"articleSection\":[\"All Content\",\"Machine Learning\",\"Podcast\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\",\"url\":\"http:\/\/softwareengineeringdaily.com\/2017\/05\/01\/google-brain-music-generation-with-doug-eck\/\",\"name\":\"Google Brain Music Generation with Doug Eck - 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