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	<title>Clio Music</title>
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	<link>http://www.cliomusic.com</link>
	<description>Use Music to Find Music</description>
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		<title>[INTERVIEW] Dr. Greg Wilder Founder of Clio Music</title>
		<link>http://www.cliomusic.com/interview-dr-greg-wilder-founder-of-clio-music</link>
		<comments>http://www.cliomusic.com/interview-dr-greg-wilder-founder-of-clio-music#comments</comments>
		<pubDate>Fri, 29 Jul 2011 17:07:28 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Featured]]></category>
		<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=676</guid>
		<description><![CDATA[Today I had the privilige to speak with the founder of Orpheus Media Research &#38; Clio Media. If you’re interested in the future of music discovery on the internet, or maybe you’re frustrated with how difficult it is to find &#8230; <a href="http://www.cliomusic.com/interview-dr-greg-wilder-founder-of-clio-music">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Today I had the privilige to speak with the founder of <a onclick="javascript:_gaq.push(['_trackEvent','outbound-article','http://www.google.com']);" href="http://www.google.com/url?sa=t&amp;source=web&amp;cd=1&amp;ved=0CCIQFjAA&amp;url=http%3A%2F%2Fwww.cliomusic.com%2F&amp;ei=mFMzTvWdIIq5twfUhJmUDQ&amp;usg=AFQjCNGAed_oY8y90uRLMmiE5nQx0iUa4g&amp;sig2=KsoKnuPG3et3Vf460uIyJA" target="_blank"><a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> &amp; Clio Media</a>. If you’re  interested in the future of music discovery on the internet, or maybe  you’re frustrated with how difficult it is to find new music, this is  definitely the episode for you to listen to. We did a write-up on Clio <a href="http://www.allgeek.tv/2011/07/26/music-to-music-search-by-clio-could-power-your-favorite-music-service/" target="_blank">here</a>, so check that for extreme knowledge. <a href="http://www.allgeek.tv/2011/07/29/interview-dr-greg-wilder-founder-of-clio-music/">Get to listenin!</a></p>
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		<title>The future is Clio</title>
		<link>http://www.cliomusic.com/the-future-is-clio</link>
		<comments>http://www.cliomusic.com/the-future-is-clio#comments</comments>
		<pubDate>Fri, 22 Jul 2011 18:34:01 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=658</guid>
		<description><![CDATA[Ever since I met the founders of Clio at South by Southwest, I’ve been eagerly anticipating their product’s impact on the music scene. Their idea automates and expands the Pandora music-matching process, making music discovery both more agile and more &#8230; <a href="http://www.cliomusic.com/the-future-is-clio">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Ever since I met the founders of Clio at South by Southwest, I’ve been  eagerly anticipating their product’s impact on the music scene. Their  idea automates and expands the Pandora music-matching process, making  music discovery both more agile and more far-reaching. Their goal is  every piece of music ever written, at your fingertips. I am so behind  this idea.</p>
<p>Since SXSW, they’ve been making strides. Their first  partner, music production library APM, was announced today. Filmmakers  will be able to find music for their scores much easier, thanks to  Clio’s advanced matching system, which takes into account everything  from tempo, instrumentation and melody to seemingly intangible elements  like “the groove.”</p>
<p>Greg Wilder and Alison Conard (the idea  people behind Clio) are meeting with bigwigs of the consumer-facing  music discovery products soon, hopefully bringing their technology to  the masses, albeit invisibly. If Clio works properly, no one really  knows it’s there – listeners just somehow feel that the service they’re  using today is a ton better than it was yesterday at figuring out what  they actually want to listen to.</p>
<p>I was sent some exclusive demos  of the product that have me pretty stoked. The first demo used APM’s  music catalog; while it was really cool to hear rock seamlessly morph  into bossa nova in just a few short steps, it was mainly a geek-out  thing. I’m that guy who makes sure the beginning and endings of songs  fade into each other on mixes, so matching internal rhythm to internal  rhythm through genre is immensely appealing to me. The software  recognizes so much information that you can make almost  perfect-transition mixes, in addition to mixes that don’t change moods  one single inch.</p>
<p>The second set of demos was even more  revealing, as it was a set of clips made by Clio that showed various  popular songs being discovered via other pop songs. The set that started  with Green Day’s “When I Come Around” wasn’t eye-popping on the surface  (how hard is it to match up Blink-182 and Green Day?), but have you  ever noticed how closely the guitar tone of “Always” resembles “When I  Come Around”? Or of “Short Brown Hair” by Everclear? Then it’s straight  into “Favours for Favours” by The Futureheads, which I probably wouldn’t  have included in this list, but fits in perfectly, sound-wise and  rhythm-wise.</p>
<p>That’s the great thing about Clio: It doesn’t care  about demographics. Sure, Blink and Green Day sound similar and are in  the same scene. But Futureheads are in a completely different scene, but  sound similar. A teenage pop-punker could get turned on to indie rock  via this list and connections across time and “scene.”</p>
<p>Other playlists do the same for other genres, but here’s the skinny: <em>Clio works</em>.  Once a major player or two representing true independents (Bandcamp?  Please please please please?) is funneled into Clio, there’s literally  nothing stopping U2 fans from hearing your music if your band sounds  like U2. That is a major boon for independent bands and music lovers.</p>
<p>Stay  tuned for more info from the Clio guys; it will be big stuff. Clio will  change the way people discover music, and you may not even know that  it’s doing so.</p>
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		<title>APM music selects Clio for music catalog</title>
		<link>http://www.cliomusic.com/apm-music-selects-clio-for-music-catalog</link>
		<comments>http://www.cliomusic.com/apm-music-selects-clio-for-music-catalog#comments</comments>
		<pubDate>Fri, 22 Jul 2011 14:45:24 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=654</guid>
		<description><![CDATA[Orpheus Media Research (OMR), an advanced music research and development company that automates the search, analysis, and discovery of music, announced today that APM Music, North America’s leading production music library and music services company, has chosen Clio™ to enhance &#8230; <a href="http://www.cliomusic.com/apm-music-selects-clio-for-music-catalog">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> (OMR), an advanced music research and  development company that automates the search, analysis, and discovery  of music, announced today that APM Music, North America’s leading  production music library and music services company, has chosen <a href="../" target="_blank">Clio™</a> to enhance the Company’s search engine. Clio is the only pure  music-to-music search and discovery platform that uses music to find  music, producing higher quality matches, and analyzing and indexing  music 5,000-10,000 times faster than existing keyword search technology.</p>
<p>Clio’s unique “use music to find music” approach can function  independently of metadata. Starting with a seed song, Clio analyzes the  musical grammar and finds matches that are similar in mood, emotion and  sound, creating objective and high quality results.  Metadata can be  used to refine or categorize search results as desired. Additionally,  the technology can detect duplicates and eliminate any bias that might  have been introduced during the metatagging process.</p>
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		<title>APM Music Selects Orpheus Media Research&#8217;s Clio™ for Music Catalog</title>
		<link>http://www.cliomusic.com/apm-music-selects-orpheus-media-researchs-clio-for-music-catalog</link>
		<comments>http://www.cliomusic.com/apm-music-selects-orpheus-media-researchs-clio-for-music-catalog#comments</comments>
		<pubDate>Thu, 14 Jul 2011 19:47:44 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Press Releases]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=645</guid>
		<description><![CDATA[Clio&#8217;s &#8220;use music to find music&#8221; approach accelerates the indexing of new music, providing higher quality results than previous search technology NEW YORK, July 14, 2011 /PRNewswire/ &#8212; Orpheus Media Research (OMR), an advanced music research and development company that &#8230; <a href="http://www.cliomusic.com/apm-music-selects-orpheus-media-researchs-clio-for-music-catalog">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><em>Clio&#8217;s &#8220;use music to find music&#8221; approach  accelerates the indexing of new music, providing higher quality results  than previous search technology</em></p>
<p>NEW YORK, July 14,  2011 /PRNewswire/ &#8212; <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> (OMR), an advanced  music research and development company that automates the search,  analysis, and discovery of music, announced today that APM Music, North America&#8217;s leading production music  library and music services company, has chosen Clio™ to enhance the  Company&#8217;s search engine. Clio is the only pure music-to-music search and  discovery platform that uses music to find music, producing higher  quality matches, and analyzing and indexing music 5,000-10,000 times  faster than existing keyword search technology.</p>
<p>APM Music plays a critical role in finding and selecting the right  music for entertainment and media producers, providing its clients  throughout North America with access to  exclusive tracks of music produced specifically for use in film,  television, radio, and new media productions. By using Clio, APM hopes  to create additional song metadata that will enhance the ability of its  clients to find the most relevant tracks for their projects.  Clio&#8217;s  automated analysis promises to deliver types of metadata in a matter of  hours that would otherwise take months or years to create.</p>
<p>&#8220;Clio is a fast and objective music search and discovery tool that  we believe can provide great value to our clients,&#8221; said Adam Taylor, President, APM Music. &#8220;Using a  seed song, we expect to be able to offer our clients the opportunity to  find results that they might not find by using a metadata-only search.  In addition to our metadata searches, with Clio, we&#8217;ll use music to find  music, and then use our metadata to refine the results.&#8221;</p>
<p>Clio&#8217;s unique &#8220;use music to find music&#8221; approach can function  independently of metadata. Starting with a seed song, Clio analyzes the  musical grammar and finds matches that are similar in mood, emotion and  sound, creating objective and high quality results.  Metadata can be  used to refine or categorize search results as desired. Additionally,  the technology can detect duplicates and eliminate any bias that might  have been introduced during the metatagging process.</p>
<p>&#8220;Working with an industry leader like APM Music is a testament to  the fact that there is a real need in the industry for a next-generation  music search and discovery tool,&#8221; said Bruce  Margetich, Chief Executive Officer, <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a>. &#8220;With  Clio, large production libraries, music services, and online music  streaming services benefit from an objective search and discovery  platform that dramatically accelerates the indexing of music and  provides high quality results at a fraction of the cost.&#8221;</p>
<p>Clio&#8217;s current pilots include some of the top names in the music  industry. Visit <a onclick="linkOnClick()" href="../" target="_blank">www.cliomusic.com</a> to learn more and  schedule a demo.</p>
<p><strong>About <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a></strong></p>
<p><a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> is an advanced music research and  development company that automates the search, analysis, and discovery  of commercial-use music. Clio™ is the only pure music-to-music search  and discovery platform that uses music to find music, producing higher  quality matches and analyzing music up to 1000x faster than existing  keyword search technology. Clio combines deep musical expertise with  adaptive technology to deliver highly accurate and relevant matches  based on mood and emotion. Created by musicians, Clio is the first  platform to look at musical context and grammar to understand/interpret  musical mood. By referencing the music directly, matches are more  accurate and large catalogs of music can be quickly analyzed with or  without metatags. For more information, visit <a onclick="linkOnClick()" href="../" target="_blank">www.cliomusic.com</a>.</p>
<p><strong>About APM Music</strong></p>
<p>APM Music (a joint venture of EMI Music Publishing and Universal  Music Publishing), the largest and most diverse collection of original  music available to entertainment and media producers, provides North  American-based production clients with exclusive access to over 330,000  tracks of music produced specifically for use in film, television,  radio, and new media productions.  Some of APM&#8217;s key clients include  CBS, NBC, ABC, Fox, ESPN, MLB, PGA, Universal, Discovery, Current TV,  MTV, BBDO, Electronic Arts, Oprah Winfrey  and thousands of others. Recent APM Music credits include: &#8220;Priest&#8221;, &#8220;Larry Crowne&#8221;, &#8220;The Hangover Part II&#8221;, &#8220;Bad  Teacher&#8221;; &#8220;True Blood&#8221;, &#8220;Glee&#8221;, &#8220;Gossip Girl&#8221;, &#8220;Mad Men&#8221;, &#8220;30 Rock&#8221;,  &#8220;Big Bang Theory&#8221;; and &#8220;Call of Duty: Call of the Dead&#8221;, &#8220;Assassin&#8217;s  Creed 2&#8243; and &#8220;Just Dance 3&#8243; video games.</p>
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		<title>The best music service you don’t know just got better</title>
		<link>http://www.cliomusic.com/the-best-music-service-you-dont-know-just-got-better</link>
		<comments>http://www.cliomusic.com/the-best-music-service-you-dont-know-just-got-better#comments</comments>
		<pubDate>Thu, 14 Jul 2011 16:39:49 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=640</guid>
		<description><![CDATA[With all the hype swirling around Spotify, the hot European startup that finally launched in America today, it’s easy to forget that there’s a whole universe of music services out there. But there are&#62; plenty of others to choose from: &#8230; <a href="http://www.cliomusic.com/the-best-music-service-you-dont-know-just-got-better">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>With all the hype swirling around Spotify, the hot European startup <a href="http://gigaom.com/2011/07/13/spotify-us-launch-mid-july/">that  finally launched in America today</a>, it’s easy to forget that there’s a  whole universe of music services out there. But there are&gt; plenty of  others to choose from: from stalwarts like <a href="http://gigaom.com/2011/06/15/pandora-goes-public-valued-over-3-billion/">Pandora</a> and <a href="http://gigaom.com/2011/04/22/what-next-for-last-fm-the-great-survivor/">Last.fm</a> to newer businesses such as <a href="http://gigaom.com/2010/08/02/rdio-now-broadcasting-to-everyone-heres-how-it-stacks-up/">Rdio</a> and <a href="http://gigaom.com/2010/01/26/how-mog-eventually-found-its-mojo/">MOG</a>.</p>
<p>Arguably the smartest of them all, however, is one you probably  haven’t heard of before. <a href="../">Clio</a>,  which is based out of Philadelphia, is a music startup that uses  technology to search tracks and provide music recommendations. Since  relaunching earlier this year, it’s been making leaps and bounds — to  the point where today it’s announcing a significant deal with one of  America’s biggest music libraries, <a href="http://www.apmmusic.com/">APM</a>.  The agreement means that Clio will be powering the search system for  APM, a joint venture between EMI and Universal that provides music  services for film and television shows like Bridesmaids, 30 Rock and  True Blood.</p>
<p>The reason they’re using Clio is simple: it’s an incredibly powerful  system. APM president Adam Taylor characterizes it as “a fast and  objective music search and discovery tool” — but that doesn’t really do  the service justice. Let me explain what I find really interesting about  it.</p>
<p>Clio is different because it doesn’t categorize music in the same way  as other services. While most music systems categorize tracks by adding  metadata and keywords that describe it — somebody tagging it “rock”, or  information that says it’s 120 beats per minute — Clio, instead, takes  the track itself and pulls it apart. It understands what founder Greg  Wilder calls “the grammar of music”; the groove of the drum beat, the  level of aggression, the playing style, the riffs and hooks and  melodies, and much more. The technology actually listens.</p>
<p>After dissecting a track, it can then compare on a number of  different criteria and recommend music that actually sounds like what  you want. Linked into APM’s catalog, for example, means that somebody  scoring a TV show who wants a track that’s dark and moody but with a  driving, throbbing beat, can plug in those requirements and it will  recommend a string of tracks that have those elements in common.</p>
<p>In this respect it’s a little like the <a href="http://en.wikipedia.org/wiki/Music_Genome_Project">Music Genome  Project</a>, the technology that underpins Pandora — but whereas Pandora  <a href="http://arstechnica.com/tech-policy/news/2011/01/digging-into-pandoras-music-genome-with-musicologist-nolan-gasser.ars">relies  largely on human interpretation</a> to listen to tracks and rank up to  400 attributes, Clio does it all programmatically and in milliseconds.</p>
<p>“Humans break things into little chunks,” says Wilder, a composer and  academic who founded Clio’s parent company <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a>, four  years ago. “We can hear the whole thing.”</p>
<p>Here’s their promotional video.</p>
<p><object width="640" height="390"><param name="movie" value="http://www.youtube.com/v/J7G0x6cxGAA?version=3&amp;hl=en_US" /><param name="allowFullScreen" value="true" /><param name="allowscriptaccess" value="always" /><embed type="application/x-shockwave-flash" width="640" height="390" src="http://www.youtube.com/v/J7G0x6cxGAA?version=3&amp;hl=en_US" allowscriptaccess="always" allowfullscreen="true"></embed></object></p>
<p>And here’s a Soundcloud wave that shows you a sequence of songs that  Clio’s matched starting with a single seed track — it really shows how  the system picks up elements of the music that aren’t easily definable  by keywords or simple metadata.</p>
<p><object width="100%" height="81"><param name="movie" value="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768281" /><param name="allowscriptaccess" value="always" /><embed type="application/x-shockwave-flash" width="100%" height="81" src="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768281" allowscriptaccess="always"></embed></object> <a href="http://soundcloud.com/orpheusmedia/clio-generated-playlist-1">Clio-Generated  Playlist: Adrenaline Chase</a> by <a href="http://soundcloud.com/orpheusmedia">OrpheusMedia</a></p>
<p>So why haven’t you heard of Clio?</p>
<p>The reason is simple: it’s not a consumer product. The company is  largely aiming at the professional market, striking behind-the-scenes  deals that will help it become the engine for services — rather than the  service itself. This is a deliberate and careful strategy: the business  is trying to scale up in a way that gives it the best chance of  long-term success, by creating an enterprise-level system that outstrips  anything else on the market. <a href="http://gigaom.com/2011/04/14/spotify-shift-signals-the-end-for-ad-supported-music/">Given  the constant financial trouble that music streaming services seem to be  in</a>, that may be a smart move: only last year Om spoke to Pandora’s  Tim Westergren about <a href="http://gigaom.com/2010/11/03/startup-sessions-tim-westergren-opens-pandoras-box/">how  close they’d been to failing over the years</a>.</p>
<p>But Clio says that being the engine doesn’t mean that it wants to  remain in the background forever. They’ve got serious targets — and  today’s deal is, they hope, just the beginning.</p>
<p>“We want to provide the backbone to streaming services and  recommendation all around the world,” COO Alison Conard told me. “Google  has a lofty ambition to organize all the world’s information: we want  to index all of the world’s music.”</p>
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		<title>Your Guide to the Musical Afterlife</title>
		<link>http://www.cliomusic.com/your-guide-to-the-musical-afterlife</link>
		<comments>http://www.cliomusic.com/your-guide-to-the-musical-afterlife#comments</comments>
		<pubDate>Thu, 23 Jun 2011 15:41:55 +0000</pubDate>
		<dc:creator>Dr. Greg Wilder</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[beauty]]></category>
		<category><![CDATA[clio]]></category>
		<category><![CDATA[history]]></category>
		<category><![CDATA[music intelligence]]></category>
		<category><![CDATA[musical influence]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=555</guid>
		<description><![CDATA[One of the most fascinating reasons to study musical language is to try and develop an understanding of the influence certain pieces of music can have on the greater musical and cultural landscape over time. Every avid musical listener intuitively &#8230; <a href="http://www.cliomusic.com/your-guide-to-the-musical-afterlife">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>One of the most fascinating reasons to study musical language is to try and develop an understanding of the influence certain pieces of music can have on the greater musical and cultural landscape over time. Every avid musical listener intuitively thinks about this and musicologists constantly offer up observations and personal points of view.</p>
<p style="text-align: center;"><iframe src="http://player.vimeo.com/video/22496760?title=0&amp;byline=0&amp;portrait=0" width="601" height="338" frameborder="0"></iframe></p>
<p>But what exactly is it that makes certain musical ideas worth repeating over others? Why are some musical hooks and patterns ultimately more successful than others? Are there core musical shapes that attach our to reptilian brain and don’t let go?</p>
<p>Denis Dutton presented a number of interesting related observations during a TED talk in 2010 entitled, “A Darwinian Theory of Beauty.”</p>
<p style="text-align: center;"><object width="446" height="326"><param name="movie" value="http://video.ted.com/assets/player/swf/EmbedPlayer.swf" /><param name="allowFullScreen" value="true" /><param name="allowScriptAccess" value="always" /><param name="wmode" value="transparent" /><param name="bgColor" value="#ffffff" /><param name="flashvars" value="vu=http://video.ted.com/talks/dynamic/DenisDutton_2010-medium.flv&amp;su=http://images.ted.com/images/ted/tedindex/embed-posters/DenisDutton-2010.embed_thumbnail.jpg&amp;vw=432&amp;vh=240&amp;ap=0&amp;ti=1008&amp;lang=&amp;introDuration=15330&amp;adDuration=4000&amp;postAdDuration=830&amp;adKeys=talk=denis_dutton_a_darwinian_theory_of_beauty;year=2010;theme=a_taste_of_ted2010;theme=the_creative_spark;event=TED2010;tag=Arts;tag=Culture;tag=Design;tag=art;tag=beauty;tag=brain;tag=evolution;tag=society;&amp;preAdTag=tconf.ted/embed;tile=1;sz=512x288;" /><embed type="application/x-shockwave-flash" width="446" height="326" src="http://video.ted.com/assets/player/swf/EmbedPlayer.swf" pluginspace="http://www.macromedia.com/go/getflashplayer" wmode="transparent" bgcolor="#ffffff" allowfullscreen="true" allowscriptaccess="always" flashvars="vu=http://video.ted.com/talks/dynamic/DenisDutton_2010-medium.flv&amp;su=http://images.ted.com/images/ted/tedindex/embed-posters/DenisDutton-2010.embed_thumbnail.jpg&amp;vw=432&amp;vh=240&amp;ap=0&amp;ti=1008&amp;lang=&amp;introDuration=15330&amp;adDuration=4000&amp;postAdDuration=830&amp;adKeys=talk=denis_dutton_a_darwinian_theory_of_beauty;year=2010;theme=a_taste_of_ted2010;theme=the_creative_spark;event=TED2010;tag=Arts;tag=Culture;tag=Design;tag=art;tag=beauty;tag=brain;tag=evolution;tag=society;"></embed></object></p>
<p>The “Book of the Dead” (or “Book of Emerging Into Light”) is a set of ancient Egyptian funerary texts &#8212; books of spells designed to guide the recently deceased into the afterlife. In a recent address, noted evolutionary biologist Richard Dawkins suggested that DNA essentially serves as a genetic “Book of the Dead” &#8212; a tried-and-true manual for survival against parasites and other environmental hazards responsible for shaping us into the adaptive creatures we are today. And I suspect musical ideas (especially the most successful patterns that stand the test of time) share this property.</p>
<div id="attachment_566" class="wp-caption alignright" style="width: 310px"><a href="http://www.cliomusic.com/wp-content/uploads/2011/06/book_of_the_dead.jpg"><img class="size-medium wp-image-566" title="Egyptian Book of the Dead" src="http://www.cliomusic.com/wp-content/uploads/2011/06/book_of_the_dead-300x153.jpg" alt="Book of the Dead" width="300" height="153" /></a><p class="wp-caption-text">A page from an Egyptian guide to the afterlife. Lucky for me, illustrations are included...</p></div>
<p>Given the unprecedented depth of Clio’s musical awareness and the millions of tracks Clio’s now listening to, it’s likely that this treasure-trove of data will help illuminate and uncover the most interesting and essential musical DNA preserved in our musical culture &#8212; Clio’s personal guide to music’s potential afterlife.</p>
<p>While not its primary function or purpose, it seems that tracking the evolution of musical ideas (as filtered through culture) may be one of the most powerful and far-reaching applications of this new approach to music analysis.</p>
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		<title>Will Clio’s AI music streaming software be a game-changer?</title>
		<link>http://www.cliomusic.com/will-clios-ai-music-streaming-software-be-a-game-changer</link>
		<comments>http://www.cliomusic.com/will-clios-ai-music-streaming-software-be-a-game-changer#comments</comments>
		<pubDate>Tue, 14 Jun 2011 16:35:24 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

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		<description><![CDATA[One of Brooklyn’s newest entrepreneurs to hit the scene is Greg Wilder, who along with his co-founder Alison Conard have launched Clio, a music-to-music search and discovery platform, which Wilder describes as “the next game-changing music technology”. Wilder, a conservatory &#8230; <a href="http://www.cliomusic.com/will-clios-ai-music-streaming-software-be-a-game-changer">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>One of Brooklyn’s newest entrepreneurs to hit the scene is Greg  Wilder, who along with his co-founder Alison Conard have launched <a href="../" target="_blank">Clio</a>, a  music-to-music search and discovery platform, which Wilder describes as  “the next game-changing music technology”.</p>
<p>Wilder, a conservatory trained pianist and composer has been working  at the intersection of computers and music for the past decade. While a  music professor, he quickly became frustrated with the available tools  and software, so with a firm understanding of music language, he decided  to build his own. Wilder’s resulting artificially intelligent software  pulls apart music, identifying harmonies, melodies and rhythmic grooves  much like a food critic might savor a complex meal. Then the software  generates similar songs based on those identifiers. To maintain  ownership of the technology and focus on developing a viable business,  Wilder quit teaching, sold all his earthly possessions and began to  bootstrap a company in 2004. In 2007, he filed for patents and now, in  2011 he and co-founder Conard have officially launched Clio, which aims  to power music streaming services like Last.FM, Pandora, Rhapsody or  MOG.</p>
<div align="center"><img title="Screen shot  2011-06-10 at 3.49.14 PM" src="http://thenextweb.com/apps/files/2011/06/Screen-shot-2011-06-10-at-3.49.14-PM-520x356.png" alt="" width="520" height="356" /></div>
<p>If you are familiar with Pandora’s  Music Genome Project, conceived by Will Glaser and Tim Westergren in  late 1999, then you are likely familiar with the concept behind Clio’s  technology. To “capture the essence of music at the fundamental level,”  The Music Genome Project uses 5 genomes (Pop/Rock, Hip-Hop/Electronica,  Jazz, World Music, and Classical) and 400 attributes to describe songs  and a complex mathematical algorithm to organize them.  A given song is  represented by a list of attributes containing approximately 400  “genes,” which correspond to a characteristic of the music, for example,  gender of lead vocalist, level of distortion on the electric guitar,  type of background vocals, etc. Then, each song is analyzed by a  musician in a process that takes 20 to 30 minutes per song.</p>
<div align="center"><img title="Screen shot 2011-06-10 at 3.36.05 PM" src="http://thenextweb.com/apps/files/2011/06/Screen-shot-2011-06-10-at-3.36.05-PM-520x144.png" alt="" width="520" height="144" align="center" /></div>
<p>And this is where Clio is different and more advanced. According to  Wilder, Clio is “an automated version of Pandora’s Music Genome Project”  that generates smarter playlists for the music industry to the benefit  of lesser known musicians. Clio doesn’t apply typical machine learning  to music files. Instead, it has the same sort of perception in it that  humans have in our minds. For example, if you hear an orchestral track  in a film and it doesn’t have a drum set in it, you’re not paying  attention to the rhythm. In the same theory, Clio adapts itself to  whatever are the most important elements from a cognitive perspective.</p>
<blockquote><p>“Let’s say you’re trying to find your  favorite Brooklyn-based band on Pandora. We want to take the 5 to 10  million tracks everyone listens to and we want to bring all those  independent artists based on quality and content of their music into the  same playlist. We want to make it possible for every musician in the  world to promote their music on equal footing. Right now certain labels  can seed music to Pandora. We want to democratize the playing field,”  explains Wilder.</p></blockquote>
<p>I’m terms of a practical application, iTunes or Google could tap  Clio’s technology for its new cloud based music services to give users  an awesome ability to create smarter playlists and discover new music.  Let’s say you make a playlist that you really like, “the perfect  playlist,” if you will. Clio could look at that playlist and figure out  what it does musically and give you 20 more playlists that could deliver  a similar experience.</p>
<p>Watch this video for a further explanation of how Clio works.</p>
<div align="center"><iframe src="http://www.youtube.com/embed/J7G0x6cxGAA" frameborder="0" height="326" width="520"></iframe></div>
<p>While Wilder wasn’t keen to divulge names, he says Clio, a B2B  service, is launching soon with production music libraries right now  that serve most of the music you hear online, on TV and in advertising.  Clio won’t venture into the B2C space for now. First, it aims to be “the  intelligent musical brain behind those services out there.”</p>
<p>So what’s in a name? Clio (pictured in the feature image on top) is  the Ancient Greek’s Muse of History and is responsible for inspiring  many music pieces.</p>
<p>Listen to a playlist generated by Clio here:</p>
<div align="center"><object width="100%" height="81"><param name="movie" value="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768074" /><param name="allowscriptaccess" value="always" /><embed type="application/x-shockwave-flash" width="100%" height="81" src="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768074" allowscriptaccess="always"></embed></object></div>
<p><a href="http://soundcloud.com/orpheusmedia/clio-generated-playlist" target="_blank">Clio-Generated  Playlist: Backyard Blow Out</a> by <a href="http://soundcloud.com/orpheusmedia" target="_blank">OrpheusMedia</a></p>
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		<title>How Many Data Points Can You Hear?</title>
		<link>http://www.cliomusic.com/how-many-data-points-can-you-hear</link>
		<comments>http://www.cliomusic.com/how-many-data-points-can-you-hear#comments</comments>
		<pubDate>Fri, 10 Jun 2011 20:14:41 +0000</pubDate>
		<dc:creator>Dr. Greg Wilder</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[clio]]></category>
		<category><![CDATA[demo]]></category>
		<category><![CDATA[example]]></category>
		<category><![CDATA[harmonic archetypes]]></category>
		<category><![CDATA[matchlist]]></category>
		<category><![CDATA[melodic archetrypes]]></category>
		<category><![CDATA[music intelligence]]></category>
		<category><![CDATA[playlist]]></category>
		<category><![CDATA[rhythmic-feel]]></category>

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		<description><![CDATA[We’re often asked, “How many musical data points does Clio capture?” A good question, but one that doesn’t have a simple answer&#8230; The thing is, Clio’s process is much smarter than that. Instead of mindlessly extracting a slew of spectral &#8230; <a href="http://www.cliomusic.com/how-many-data-points-can-you-hear">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>We’re often asked, “How many musical data points does Clio capture?” A good question, but one that doesn’t have a simple answer&#8230;</p>
<div id="attachment_527" class="wp-caption alignright" style="width: 310px"><a href="http://www.cliomusic.com/wp-content/uploads/2011/06/RCA-dog-listening.jpg"><img class="size-medium wp-image-527" title="Listening Dog" src="http://www.cliomusic.com/wp-content/uploads/2011/06/RCA-dog-listening-300x214.jpg" alt="" width="300" height="214" /></a><p class="wp-caption-text">How many musical data points do dogs hear?</p></div>
<p>The thing is, Clio’s process is much smarter than that. Instead of mindlessly extracting a slew of spectral and temporal data points for statistical analysis, Clio intelligently adapts its attention to key aspects of the musical language present in the track &#8212; just like you and I do.</p>
<p>To best illustrate, let’s take a look at some pure results from Clio’s mood-based matching algorithms. This first match-list begins with a section from a randomly chosen seed track (courtesy <a title="APM Music" href="http://www.apmmusic.com/" target="_blank">APM Production Music</a>) and continues with a list of close mood matches.</p>
<p><object width="100%" height="81"><param name="movie" value="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768281" /><param name="allowscriptaccess" value="always" /><embed type="application/x-shockwave-flash" width="100%" height="81" src="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768281" allowscriptaccess="always"></embed></object> <span><a href="http://soundcloud.com/orpheusmedia/clio-generated-playlist-1">Clio-Generated Match-list: &#8216;Adrenaline Chase&#8217;</a></span></p>
<p>Listening to this match list, it’s clear Clio has identified and matched the musical elements responsible for the epic, heart-pounding, action-filled feel of the original seed track.</p>
<p><strong>But, what exactly is Clio listening to?</strong></p>
<p>Clio identifies and models numerous musical elements, intelligently adapting itself to focus on the aspects most critical to the mood of the starting seed track. In this case:</p>
<div id="attachment_528" class="wp-caption alignleft" style="width: 310px"><a href="http://www.cliomusic.com/wp-content/uploads/2011/06/freedom-riders-biker.jpg"><img class="size-medium wp-image-528" title="Extreme Bike Riding" src="http://www.cliomusic.com/wp-content/uploads/2011/06/freedom-riders-biker-300x199.jpg" alt="" width="300" height="199" /></a><p class="wp-caption-text">In moments like this, statistics won&#39;t help you.</p></div>
<p><strong>Rhythmic Feel:</strong> Much more than simple-minded estimations of meter and BPM, Clio hears the frenetic hi-hat and cymbal patterns and strong orchestral accents (‘stabs’) and understands their critical importance to establishing the heart-pounding feel of the seed track. Clio behaves far more intelligently than traditional pattern matching algorithms &#8212; Clio searches out similarly aggressive rhythmic motives, ensuring the original mood is present throughout the match list.</p>
<p><strong>Harmonic and Melodic Archetypes:</strong> Underneath the intense, pulse-pounding rhythmic features, the presence of strong tonic foundation, thematic use of the minor third (e.g. Match #2: 0:26, Match #3: 0:41), and relentless step-wise ascending modulations (e.g. Match #4: 0:55, Match #5: 1:05) go a long way toward defining the mood of this match-list. Again, Clio reacts like a human listener, discovering similar archetypes that maintain the original mood and feel &#8212; beyond the traditional limitations of keywords and generic pattern matching algorithms.</p>
<p>To see just how subtle and detailed Clio’s ability to discern mood is, check out this match-list that begins with an aggressive, rock-based seed track.</p>
<p><object width="100%" height="81"><param name="movie" value="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768074" /><param name="allowscriptaccess" value="always" /><embed type="application/x-shockwave-flash" width="100%" height="81" src="http://player.soundcloud.com/player.swf?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F16768074" allowscriptaccess="always"></embed></object> <span><a href="http://soundcloud.com/orpheusmedia/clio-generated-playlist">Clio-Generated Match-list: &#8216;Backyard Blow Out&#8217;</a></span></p>
<p>Even though many of these tracks share musical elements in common with the previous match-list (i.e. frenetic rhythm, strong accents, obsessive use of the minor third, and strong tonic foundation) Clio doesn’t confuse the epic-sounding aggressive mood in the first example with the similar (yet different!) youthful, raw, guitar-based aggressive feel of this seed.</p>
<p>Ultimately, Clio’s close match-lists provide music supervisors options that are consistent in mood while offering possibilities that range across varied styles and sub-genres &#8212; pure, content-based music discovery at a level previously reserved for expert musicians and musicologists.</p>
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		<title>Featured Startup Pitch: Orpheus Media Research/Clio – Taking automated music search and discovery to a new level</title>
		<link>http://www.cliomusic.com/featured-startup-pitch-orpheus-media-researchclio-%e2%80%93-taking-automated-music-search-and-discovery-to-a-new-level</link>
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		<pubDate>Mon, 06 Jun 2011 16:52:32 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=549</guid>
		<description><![CDATA[Company: Orpheus Media Research (OMR)/Clio Website: www.cliomusic.com Headquarters: New York City Year Founded: 2010 Investors: Self-funded Employees: 4-8 Company description (in 140 characters or less): “Orpheus Media Research is an advanced music research and development company that automates the search, &#8230; <a href="http://www.cliomusic.com/featured-startup-pitch-orpheus-media-researchclio-%e2%80%93-taking-automated-music-search-and-discovery-to-a-new-level">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><strong>Company:</strong> <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a>  (OMR)/Clio<br />
<strong>Website:</strong> <a href="../" target="_blank">www.cliomusic.com</a><br />
<strong>Headquarters:</strong> New  York City<br />
<strong>Year Founded:</strong> 2010<br />
<strong>Investors:</strong> Self-funded</p>
<p><strong>Employees:</strong> 4-8</p>
<p><strong>Company  description (in 140 characters or less):</strong> “Orpheus Media  Research is an advanced music research and development company that  automates the search, analysis, and discovery of music.”</p>
<p><em>By Greg  Wilder, Founder and CSO</em></p>
<p><strong>Product Overview</strong></p>
<p>Traditionally,  large libraries of music have been very difficult to organize and  search. Most music search technologies rely on metadata, or written  descriptions of the music, rather than looking at the music itself. This  has inherent limitations, as words can never fully describe our  experience of what we hear.</p>
<p>Clio is the only pure music-to-music  search and discovery platform that uses music to find music, producing  higher quality matches and analyzing music at least 5,000-10,000x faster  than existing keyword search technology. Clio eclipses traditional  search methods, allowing metadata to refine, not define, music search  and discovery results.</p>
<p>Clio combines deep musical expertise  with adaptive technology to deliver highly accurate and relevant matches  based on mood, emotion and texture. As musicians ourselves with  extensive experience in composition, theory and cognition, we created  Clio to be the first platform to look at musical context and grammar to  understand and interpret musical mood, resulting in more accurate  matches and the ability to quickly analyze extremely large collections  of music.</p>
<p><strong>Founders’ Story</strong></p>
<p>In 2004, while  working as a professional music composition/pianist, I realized the  limitations of current music-listening technology. I asked, “Why can’t  computers hear music the way people can?” Determined to overcome that  limitation, I combined my 30+ years of musical expertise with the latest  music cognition research to build a series of algorithms that would  allow computers to hear music the way humans do—picking up on the  nuances and relationships that traditional machine listening cannot  recognize. By 2007, it became clear that this technology had  wide-ranging implications for the industry at large. I then founded  <a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> (OMR) to hold the intellectual property and filed  for the technology’s first international patent.</p>
<p>Two years of  academic guest lectures and healthy discussion followed, as I presented  my core technology at Vanderbilt, NYU, and Queens University Belfast  (ICMC), among others. In 2010, Alison Conard, professor of Music Theory  at Temple University, joined me and we decided to take the technology to  market. In 2010, OMR launched pilot projects around the world. By the  end of 2010, several major players in the music industry were piloting  Myna, OMR’s first generation technology, including large music  production libraries and online music streamers.</p>
<p>In early 2011,  OMR launched <a href="../" target="_blank">Clio</a>,  the only pure music-to-music search and discovery platform designed to  overcome the ongoing time, cost and quality challenges presented by the  need for metadata in music search.  Building on OMR’s original Myna  platform, Clio provides additional flexibility to music  professionals—including popular online music streamers, production music  libraries, music distributors, music publishers, and music  tracking/reporting services.</p>
<p>Today, Clio is currently in pilot  with 10 major organizations—including one of the top two online  music-streaming services, production music libraries, and music  publishers. Now we have our eyes on the future, imagining a world where  Clio is everywhere music is, helping listeners to build the playlists  they’ve always dreamed of building, but could never describe adequately  through word-based search technology.</p>
<p><strong>Marketing/Promotion  Strategy</strong></p>
<p><a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> teamed up with a boutique  technology marketing firm to launch Clio—focusing on educating both the  music industry and music consumers everywhere about the differences  between metadata-based search technology and content-based (or  music-to-music) search technology. Find us at <a href="../" target="_blank">www.cliomusic.com</a>,  on <a href="http://www.facebook.com/pages/Orpheus-Media-Research/212218555462349" target="_blank">Facebook</a>, <a href="http://twitter.com/#%21/orpheusmedia" target="_blank">Twitter</a>,  or on <a href="http://www.youtube.com/user/orpheusmediaresearch" target="_blank">YouTube</a>. We also regularly attend industry events  including MIDEM, SXSW, SFMusicTech, and others. Use the email form at  ClioMusic.com to set up a meeting with us.</p>
<p><strong>How OMR  differentiates itself from the competition</strong></p>
<p>Clio is the  only software in the world that can analyze and decode the universal  patterns that define musical identity and mood.</p>
<p>Far more advanced  than cataloging simple metrics like beats-per-minute and key, Clio  understands the flow of musical ideas, recognizes subtle differences  between drum grooves, and identifies the unique performance styles of  individual musicians. It finds and prioritizes the parts of the music  that we, as listeners, find most important.</p>
<p>Unlike other machine  learning or social recommendation-based solutions, Clio’s technology  intuits the difference between Lady Gaga and Ravi Shankar and can find  music that sounds (and feels!) like either one.</p>
<p>The search  results, playlists, and recommendations Clio generates are so good  because they’re likely the ones that you would generate if you had the  prodigious memory of a computer.</p>
<p><strong>Business Model</strong></p>
<p>OMR  operates on a Software-as-a-Service (SaaS) business model.</p>
<p><strong>OMR’s  current needs</strong></p>
<p><a href="http://www.orpheusmediaresearch.com/" target="_blank">Orpheus Media Research</a> is looking for  hands-on technical leadership with a specialized skillset to assist with  the design and implementation of optimized search algorithms over large  data sets and supported delivery of proprietary APIs and other  cloud-based services to a wide variety of B2B clients. The ideal  candidate will have a strong theoretical background in math, algorithmic  optimization, refactoring, and machine learning. Musical theory and/or  cognition expertise is welcome, but not necessary.</p>
<p>OMR/Clio Music –  <a href="../" target="_blank">www.cliomusic.com</a></p>
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		<title>Brooklyn’s Clio Uses Machine Learning to Challenge Pandora</title>
		<link>http://www.cliomusic.com/brooklyns-clio-uses-machine-learning-to-challenge-pandora</link>
		<comments>http://www.cliomusic.com/brooklyns-clio-uses-machine-learning-to-challenge-pandora#comments</comments>
		<pubDate>Mon, 06 Jun 2011 15:14:59 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Media Coverage]]></category>

		<guid isPermaLink="false">http://www.cliomusic.com/?p=519</guid>
		<description><![CDATA[Clio is a new Brooklyn-based service for analyzing music that is challenging the methods of The Music Genome Product, conceived by Pandora. The service was founded by Greg Wilder, a pianist who taught himself to code, uses proprietary algorithms to &#8230; <a href="http://www.cliomusic.com/brooklyns-clio-uses-machine-learning-to-challenge-pandora">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><strong>Clio </strong>is a new Brooklyn-based service for analyzing  music that is challenging the methods of <strong>The Music Genome  Product</strong>, conceived by <strong>Pandora</strong>. The service was  founded by <strong>Greg Wilder</strong>, a pianist who taught himself  to code, uses proprietary algorithms to pick out the hook, back beat or  tenor of the lead singers voice and uses this data to match similar  tracks.</p>
<p>This is a different approach to the Music Genome Project, which  relies on human experts to evaluate each track. The company just  launched a new website and announced that it’s service is being piloted  by ten major organizations.</p>
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