{"id":2134,"date":"2019-10-30T16:10:08","date_gmt":"2019-10-30T16:10:08","guid":{"rendered":"http:\/\/beyondconference.org\/?p=2134"},"modified":"2020-09-21T14:58:46","modified_gmt":"2020-09-21T14:58:46","slug":"ai-and-music","status":"publish","type":"post","link":"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/","title":{"rendered":"AI and Music: Creativity and the complexities"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;3.22&#8243;][et_pb_row _builder_version=&#8221;3.25&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.6.1&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><!-- divi:paragraph -->Music, as many other creative fields that are also highly innovative and competitive, has seen the rise of artificial intelligence (AI) and machine learning and explored ways to take advantage of them.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->Long existing music platforms like Spotify and Apple Music have already demonstrated new ways to listen to music and engage with established or emerging artists. As a data-driven on-demand music platform, Spotify takes advantage of its users\u2019 data to <a href=\"https:\/\/www.forbes.com\/sites\/bernardmarr\/2017\/10\/30\/the-amazing-ways-spotify-uses-big-data-ai-and-machine-learning-to-drive-business-success\/\">recommend music and create personalised playlists<\/a>. Meanwhile, after Apple broke up iTunes and introduced a number of standalone media apps, it continues to add more music content to Apple Music, including <a href=\"https:\/\/9to5mac.com\/2019\/10\/07\/apple-music-future-plans\/\">livestreams, new DJs, pre and post-album coverage<\/a>.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->However, on-demand platforms are only the tip of the iceberg of the music industry\u2019s strive for innovation. As AI and machine learning develop, these new technologies are enabling artists and music producers to produce music in wholly different ways to the established industry workflows.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:core-embed\/youtube {\"url\":\"https:\/\/www.youtube.com\/watch?v=dJROHMQHQRQ\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"align\":\"center\",\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} --><\/p>\n<figure class=\"wp-block-embed-youtube aligncenter wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\">https:\/\/www.youtube.com\/watch?v=dJROHMQHQRQ<\/div><figcaption>A.I. and The Future of the Human Voice | Reeps One<\/figcaption><\/figure>\n<p><!-- \/divi:core-embed\/youtube --><\/p>\n<p><!-- divi:paragraph -->London-born musician and artist <a href=\"http:\/\/reeps100.com\/\">Reeps One<\/a> (Harry Yeff) experiments with innovative vocal practices alongside the creative representation of physics and sound. In 2018, he presented the first ever beatboxing battle between him and an artificial intelligence (AI) opponent. To do this, he partnered with programmer and artist CJ Carr to develop a deep-learning program, taking a lecture Reeps had given in Sweden and transforming it into a completely new string of sounds.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->His specialisation in oral percussion and performance has generated a global online following, gathering over 50,000,000 views, and an established reputation as a key pioneer in the field of experimental vocalism. Internationally recognised as a leading artist of the New School Beatbox Scene, Reeps One will be discussing his work in AI and music as a <a href=\"https:\/\/beyondconference.org\/speakers\/harry-yeff\/\">speaker at Beyond<\/a>.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:core-embed\/twitter {\"url\":\"https:\/\/twitter.com\/AshKoosha\/status\/1177382019069861889?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1177382019069861889\\u0026ref_url=https%3A%2F%2Fwww.digitaltrends.com%2Fcool-tech%2Fauxuman-ai-album%2F\",\"type\":\"rich\",\"providerNameSlug\":\"twitter\",\"align\":\"center\",\"className\":\"\"} --><\/p>\n<figure class=\"wp-block-embed-twitter aligncenter wp-block-embed is-type-rich is-provider-twitter\">\n<div class=\"wp-block-embed__wrapper\">https:\/\/twitter.com\/AshKoosha\/status\/1177382019069861889?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1177382019069861889&amp;ref_url=https%3A%2F%2Fwww.digitaltrends.com%2Fcool-tech%2Fauxuman-ai-album%2F<\/div>\n<\/figure>\n<p><!-- \/divi:core-embed\/twitter --><\/p>\n<p><!-- divi:paragraph -->Similarly, London-based AI startup and \u2018home for virtual entertainment\u2019, <a href=\"https:\/\/www.auxuman.space\/\">Auxuman<\/a> has created a group of AI artists, each with their own personalities, styles and music genres: Yona, Mony, Gemini, Hexe and Zoya are to release full-length albums every month. The company is dedicated to \u201cbuilding the next generation of virtual entertainers\u201d. According to British-Iranian music producer Ash Koosh, \u201cthe music is created through engines that create the words, melodies and a digital singing voice\u201d. The <a href=\"https:\/\/www.digitaltrends.com\/cool-tech\/auxuman-ai-album\/\">machines that make the music<\/a> with lyrics are \u201ctrained on articles, poems and conversations related to the subject or a song.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->However, as AI continues to develop, it is also increasingly able to mimic artists\u2019 style, which poses questions on originality and copyright policy. For example, if an AI is exclusively trained on Beyonc\u00e9 and is then able to imitate the sound, is the artist owed anything? Another <a href=\"https:\/\/www.cnet.com\/news\/bot-writes-a-pretty-believable-taylor-swift-song\/\">example are the data scientists at CableTV.com<\/a> who fed all of Taylor Swift\u2019s lyrics into a neural network. The resulting song, The Last Word (Whoa, Whoa-Ah-Oh), includes both realistic Swift details and AI elements.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->A recent <a href=\"https:\/\/www.theverge.com\/2019\/4\/17\/18299563\/ai-algorithm-music-law-copyright-human\">article on The Verge<\/a> suggests that currently if a copyright claim was filed against an AI, it would be difficult to prove an algorithm was trained on the song or artist, on whom it allegedly infringes.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->Therefore, while AI might prove a valuable tool for artists in music production, it also complicates the industry\u2019s established legal and ethical policies, and challenges current levels of creativity.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->It\u2019s clear that experimentation with AI and data in music is further challenging the industry, but it is also opening up exciting new channels that are pushing the boundaries of creativity. Discussing the implications and impact in more detail, Audio &amp; Visual Solo Artist <a href=\"https:\/\/beyondconference.org\/speakers\/harry-yeff\/\">Reeps One<\/a>, CEO of Phrasee, <a href=\"https:\/\/beyondconference.org\/speakers\/parry-malm\/\">Parry Malm<\/a> and Scriptbook Founder &amp; CEO, <a href=\"https:\/\/beyondconference.org\/speakers\/nadira-azermai\/\">Nadira Azermai<\/a>, will be at BEYOND to explore how AI is helping artists to become more creative and extending human abilities, in the \u2018<a href=\"https:\/\/beyondconference.org\/agenda#band\">Just a Member of the Band<\/a>\u2019<strong> <\/strong>conference session.<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph --><strong>About BEYOND<\/strong><br \/> The challenges and points raised in this article were one of the key <a href=\"https:\/\/beyondconference.org\/#themes\">themes<\/a> to be addressed at the BEYOND conference, in Edinburgh on 20-21 November 2019. Exploring the impact of AI, Machine Learning and Data on the creative industries, the <a href=\"https:\/\/beyondconference.org\/agenda\">two-day programme<\/a> offered lively debate, keynote sessions, short-talks, panel discussions and exhibitions showcasing the UK\u2019s excellence in research-driven creative innovation, plus networking.\u00a0<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p><!-- divi:paragraph -->\u00a9 Main photo by <a href=\"https:\/\/unsplash.com\/photos\/U3sOwViXhkY\">Franck V.<\/a> on Unsplash<\/p>\n<p><!-- \/divi:paragraph --><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Music, as many other creative fields that are also highly innovative and competitive, has seen the rise of artificial intelligence (AI) and machine learning and explored ways to take advantage of them. Long existing music platforms like Spotify and Apple Music have already demonstrated new ways to listen to music and engage with established or [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":2138,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:paragraph -->\n<p>Music, as many other creative fields that are also highly innovative and competitive, has seen the rise of artificial intelligence (AI) and machine learning and explored ways to take advantage of them. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Long existing music platforms like Spotify and Apple Music have already demonstrated new ways to listen to music and engage with established or emerging artists.  As a data-driven on-demand music platform, Spotify takes advantage of its users\u2019 data to <a href=\"https:\/\/www.forbes.com\/sites\/bernardmarr\/2017\/10\/30\/the-amazing-ways-spotify-uses-big-data-ai-and-machine-learning-to-drive-business-success\/\">recommend music and create personalised playlists<\/a>. Meanwhile, after Apple broke up iTunes and introduced a number of standalone media apps, it continues to add more music content to Apple Music, including <a href=\"https:\/\/9to5mac.com\/2019\/10\/07\/apple-music-future-plans\/\">livestreams, new DJs, pre and post-album coverage<\/a>. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>However, on-demand platforms are only the tip of the iceberg of the music industry\u2019s strive for innovation. As AI and machine learning develop, these new technologies are enabling artists and music producers to produce music in wholly different ways to the established industry workflows.  <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:core-embed\/youtube {\"url\":\"https:\/\/www.youtube.com\/watch?v=dJROHMQHQRQ\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"align\":\"center\",\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed-youtube aligncenter wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/www.youtube.com\/watch?v=dJROHMQHQRQ\n<\/div><figcaption> A.I. and The Future of the Human Voice | Reeps One <\/figcaption><\/figure>\n<!-- \/wp:core-embed\/youtube -->\n\n<!-- wp:paragraph -->\n<p>London-born musician and artist <a href=\"http:\/\/reeps100.com\/\">Reeps One<\/a> (Harry Yeff) experiments with innovative vocal practices alongside the creative representation of physics and sound. In 2018, he presented the first ever beatboxing battle between him and an artificial intelligence (AI) opponent. To do this, he partnered with programmer and artist CJ Carr to develop a deep-learning program, taking a lecture Reeps had given in Sweden and transforming it into a completely new string of sounds. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>His specialisation in oral percussion and performance has generated a global online following, gathering over 50,000,000 views, and an established reputation as a key pioneer in the field of experimental vocalism. Internationally recognised as a leading artist of the New School Beatbox Scene, Reeps One will be discussing his work in AI and music as a <a href=\"https:\/\/beyondconference.org\/speakers\/harry-yeff\/\">speaker at Beyond<\/a>.  <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:core-embed\/twitter {\"url\":\"https:\/\/twitter.com\/AshKoosha\/status\/1177382019069861889?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1177382019069861889\\u0026ref_url=https%3A%2F%2Fwww.digitaltrends.com%2Fcool-tech%2Fauxuman-ai-album%2F\",\"type\":\"rich\",\"providerNameSlug\":\"twitter\",\"align\":\"center\",\"className\":\"\"} -->\n<figure class=\"wp-block-embed-twitter aligncenter wp-block-embed is-type-rich is-provider-twitter\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/twitter.com\/AshKoosha\/status\/1177382019069861889?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1177382019069861889&amp;ref_url=https%3A%2F%2Fwww.digitaltrends.com%2Fcool-tech%2Fauxuman-ai-album%2F\n<\/div><\/figure>\n<!-- \/wp:core-embed\/twitter -->\n\n<!-- wp:paragraph -->\n<p>Similarly, London-based AI startup and \u2018home for virtual entertainment\u2019, <a href=\"https:\/\/www.auxuman.space\/\">Auxuman<\/a> has created a group of AI artists, each with their own personalities, styles and music genres: Yona, Mony, Gemini, Hexe and Zoya are to release full-length albums every month. The company is dedicated to \u201cbuilding the next generation of virtual entertainers\u201d. According to British-Iranian music producer Ash Koosh, \u201cthe music is created through engines that create the words, melodies and a digital singing voice\u201d. The <a href=\"https:\/\/www.digitaltrends.com\/cool-tech\/auxuman-ai-album\/\">machines that make the music<\/a> with lyrics are \u201ctrained on articles, poems and conversations related to the subject or a song. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>However, as AI continues to develop, it is also increasingly able to mimic artists\u2019 style, which poses questions on originality and copyright policy. For example, if an AI is exclusively trained on Beyonc\u00e9 and is then able to imitate the sound, is the artist owed anything? Another <a href=\"https:\/\/www.cnet.com\/news\/bot-writes-a-pretty-believable-taylor-swift-song\/\">example are the data scientists at CableTV.com<\/a> who fed all of Taylor Swift\u2019s lyrics into a neural network. The resulting song, The Last Word (Whoa, Whoa-Ah-Oh), includes both realistic Swift details and AI elements. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>A recent <a href=\"https:\/\/www.theverge.com\/2019\/4\/17\/18299563\/ai-algorithm-music-law-copyright-human\">article on The Verge<\/a> suggests that currently if a copyright claim was filed against an AI, it would be difficult to prove an algorithm was trained on the song or artist, on whom it allegedly infringes. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Therefore, while AI might prove a valuable tool for artists in music production, it also complicates the industry\u2019s established legal and ethical policies, and challenges current levels of creativity. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>It\u2019s clear that experimentation with AI and data in music is further challenging the industry, but it is also opening up exciting new channels that are pushing the boundaries of creativity. Discussing the implications and impact in more detail, Audio &amp; Visual Solo Artist <a href=\"https:\/\/beyondconference.org\/speakers\/harry-yeff\/\">Reeps One<\/a>, CEO of Phrasee, <a href=\"https:\/\/beyondconference.org\/speakers\/parry-malm\/\">Parry Malm<\/a> and Scriptbook Founder &amp; CEO, <a href=\"https:\/\/beyondconference.org\/speakers\/nadira-azermai\/\">Nadira Azermai<\/a>, will be at Beyond to explore how AI is helping artists to become more creative and extending human abilities, in the \u2018<a href=\"https:\/\/beyondconference.org\/agenda#band\">Just a Member of the Band<\/a>\u2019<strong> <\/strong>conference session.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>About Beyond<\/strong><br>The challenges and points raised in this article are one of the key <a href=\"https:\/\/beyondconference.org\/#themes\">themes<\/a> to be addressed at this year\u2019s Beyond conference, in Edinburgh on 20-21 November. Exploring the impact of AI, Machine Learning and Data on the creative industries, the <a href=\"https:\/\/beyondconference.org\/agenda\">two-day programme<\/a> offers lively debate, keynote sessions, short-talks, panel discussions and exhibitions showcasing the UK\u2019s excellence in research-driven creative innovation, plus networking. Tickets <a href=\"https:\/\/beyondconference.org\/#tickets\">on sale now<\/a>. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>\u00a9 Main photo by <a href=\"https:\/\/unsplash.com\/photos\/U3sOwViXhkY\">Franck V.<\/a> on Unsplash<\/p>\n<!-- \/wp:paragraph -->","_et_gb_content_width":""},"categories":[20,1],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI and Music: Creativity and the complexities - Beyond Conference<\/title>\n<meta name=\"description\" content=\"Ahead of the Beyond conference, this article looks at how AI is pushing the boundaries of creativity in music and the challenges this presents for such a complex and fast-moving industry.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI and Music: Creativity and the complexities\" \/>\n<meta property=\"og:description\" content=\"How AI is pushing the boundaries of creativity in music and what challenges does this pose for such a complex and fast-moving industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/\" \/>\n<meta property=\"og:site_name\" content=\"Beyond Conference\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Beyond.Cnf\" \/>\n<meta property=\"article:published_time\" content=\"2019-10-30T16:10:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-21T14:58:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/beyondconference.org\/wp-content\/uploads\/2019\/10\/Photo-by-Franck-V.-on-Unsplash_2-1024x768.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI and Music: Creativity and the complexities\" \/>\n<meta name=\"twitter:description\" content=\"How AI is pushing the boundaries of creativity in music and what challenges does this pose for such a complex and fast-moving industry.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/beyondconference.org\/wp-content\/uploads\/2019\/10\/Photo-by-Franck-V.-on-Unsplash_2.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@BeyondCnf\" \/>\n<meta name=\"twitter:site\" content=\"@BeyondCnf\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Charlotte Cumming\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/beyondconference.org\/#website\",\"url\":\"https:\/\/beyondconference.org\/\",\"name\":\"Beyond Conference\",\"description\":\"The R&amp;D conference for the Creative Industries\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/beyondconference.org\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-GB\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/#primaryimage\",\"inLanguage\":\"en-GB\",\"url\":\"https:\/\/beyondconference.org\/wp-content\/uploads\/2019\/10\/Photo-by-Franck-V.-on-Unsplash_2.jpg\",\"contentUrl\":\"https:\/\/beyondconference.org\/wp-content\/uploads\/2019\/10\/Photo-by-Franck-V.-on-Unsplash_2.jpg\",\"width\":5184,\"height\":3888,\"caption\":\"Photo by Franck V. on Unsplash\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/#webpage\",\"url\":\"https:\/\/beyondconference.org\/news\/2019\/ai-and-music\/\",\"name\":\"AI and Music: Creativity and the complexities - 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