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	<title>Visualizing Music</title>
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	<link>http://visualizingmusic.com</link>
	<description>Finding music with pictures</description>
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		<title>Visualizing Music</title>
		<link>http://visualizingmusic.com</link>
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		<item>
		<title>Alberto Antoniazza : Rock and Roll Tube Map</title>
		<link>http://visualizingmusic.com/2010/03/10/alberto-antoniazza-rock-and-roll-tube-map/</link>
		<comments>http://visualizingmusic.com/2010/03/10/alberto-antoniazza-rock-and-roll-tube-map/#comments</comments>
		<pubDate>Wed, 10 Mar 2010 18:01:46 +0000</pubDate>
		<dc:creator>jjdonald</dc:creator>
				<category><![CDATA[fun]]></category>
		<category><![CDATA[human-rendered]]></category>
		<category><![CDATA[map]]></category>
		<category><![CDATA[rock]]></category>
		<category><![CDATA[tube map]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=218</guid>
		<description><![CDATA[
Alberto Antoniazza provides another well designed entry in the surprisingly popular &#8220;tube map of rock music&#8221; category.
He has a flickr page up with the full size version.
If you&#8217;re interested in the other tube map based rock maps, you can check out Dorian Lynskey&#8217;s map for sale at the London Transport Museum Shop (I think Paul [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=218&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://visualizingmusic.files.wordpress.com/2010/03/albertoantoniazzi_rocknrollmap_img2.jpg"><img title="AlbertoAntoniazzi_RockNRollMap_IMG2" src="http://visualizingmusic.files.wordpress.com/2010/03/albertoantoniazzi_rocknrollmap_img2.jpg?w=450&#038;h=330" alt="" width="450" height="330" /></a></p>
<p><a href="http://www.albertoantoniazzi.com/">Alberto Antoniazza</a> provides another well designed entry in the surprisingly popular &#8220;tube map of rock music&#8221; category.</p>
<p>He has a flickr page up with the <a href="http://www.flickr.com/photos/smoy/4413987999/sizes/o/">full size version</a>.</p>
<p>If you&#8217;re interested in the other tube map based rock maps, you can check out <a href="http://blogs.guardian.co.uk/culturevulture/archives/2006/02/03/post_51.html">Dorian Lynskey&#8217;s map</a> for sale at the <a href="http://www.ltmuseumshop.co.uk/LTM/Posters/Maps/Product/Music-on-the-Tube-map.html">London Transport Museum Shop</a> (I think Paul had that one on his wall at some point.)  Also worth checking out is the <a href="http://visualizingmusic.com/2009/10/20/last-fm-tube-tags/">Last.fm tube tags</a> project that was covered here previously.</p>
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			<media:title type="html">jjdonald</media:title>
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		<item>
		<title>Ward Shelley : Visualizing Frank Zappa and Rock Genres</title>
		<link>http://visualizingmusic.com/2010/03/04/ward-shelley-visualizing-frank-zappa-and-rock-genres/</link>
		<comments>http://visualizingmusic.com/2010/03/04/ward-shelley-visualizing-frank-zappa-and-rock-genres/#comments</comments>
		<pubDate>Thu, 04 Mar 2010 03:27:53 +0000</pubDate>
		<dc:creator>jjdonald</dc:creator>
				<category><![CDATA[human-rendered]]></category>
		<category><![CDATA[infographic]]></category>
		<category><![CDATA[timeline]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[Art]]></category>
		<category><![CDATA[Culture]]></category>
		<category><![CDATA[Movement]]></category>
		<category><![CDATA[X Zappa]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=212</guid>
		<description><![CDATA[
Ward Shelly shares with us a wonderful hand painted rendition of the life and music of Frank Zappa.  From his bio page:
Ward Shelley works as an artist in Brooklyn, New York. He  specializes in large projects that freely mix sculpture and performance.  Utilizing eclectic influences and a variety of media, Shelley’s  installations [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=212&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://visualizingmusic.files.wordpress.com/2010/03/picture-4.png"><img class="alignnone size-full wp-image-213" title="Picture 4" src="http://visualizingmusic.files.wordpress.com/2010/03/picture-4.png?w=450&#038;h=287" alt="Frank Zappa Visualization" width="450" height="287" /></a></p>
<p>Ward Shelly shares with us a wonderful hand painted rendition of the <a href="http://www.wardshelley.com/paintings/pages/zappa.html">life and music of Frank Zappa</a>.  From his <a href="http://www.wardshelley.com/cv.html#biojump">bio</a> page:</p>
<blockquote><p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;">Ward Shelley works as an artist in Brooklyn, New York. He  specializes in large projects that freely mix sculpture and performance.  Utilizing eclectic influences and a variety of media, Shelley’s  installations defy classification. Over the last five years, Shelley has  concentrated on bizarre functioning architectural pieces in which he  lives and works during the exhibition monitored with live surveillance  video equipment.</span></p>
<p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;">Shelley also works on  a series of diagramatic paintings, timelines of art-related subjects  such as the careers of artists working in de-materialized media and the  history of art scenes. The best known of these is the <em>Williamsburg  Timeline Drawing</em> and <em>Downtown Body</em>, recently published in  Bomb Magazine.</span></p></blockquote>
<p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;">He also has a great infographic of various <a href="http://www.wardshelley.com/paintings/pages/rockgenres.html">rock genres</a>:</span></p>
<p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;"><a href="http://visualizingmusic.files.wordpress.com/2010/03/picture-5.png"><img class="alignnone size-full wp-image-214" title="Picture 5" src="http://visualizingmusic.files.wordpress.com/2010/03/picture-5.png?w=450&#038;h=338" alt="" width="450" height="338" /></a></span></p>
<p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;">In fact, he has a number of wonderfully realized visualizations covering various art figures and movements from Andy Warhol to Avant Garde.  You can access and view the entire list from <a href="http://www.wardshelley.com/gotopaintings.html">this page</a>.</span></p>
<p><span style="font-family:Arial,Helvetica,sans-serif;font-size:x-small;"><a href="http://chartporn.org/2010/02/05/art-and-culture-timelines/">via</a><br />
</span></p>
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			<media:title type="html">jjdonald</media:title>
		</media:content>

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			<media:title type="html">Picture 4</media:title>
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			<media:title type="html">Picture 5</media:title>
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		<item>
		<title>Charting the Beatles</title>
		<link>http://visualizingmusic.com/2010/02/25/charting-the-beatles/</link>
		<comments>http://visualizingmusic.com/2010/02/25/charting-the-beatles/#comments</comments>
		<pubDate>Thu, 25 Feb 2010 02:23:41 +0000</pubDate>
		<dc:creator>jjdonald</dc:creator>
				<category><![CDATA[infographic]]></category>
		<category><![CDATA[lyrics]]></category>
		<category><![CDATA[timeline]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[beatles]]></category>
		<category><![CDATA[chart]]></category>
		<category><![CDATA[graphic]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=192</guid>
		<description><![CDATA[
Charting the Beatles is the brain child of Michael Deal, a New York based graphic artist.   In his words:
These visualizations are part of an extensive study of the music of the  Beatles. Many of the diagrams and charts are based on secondary sources,  including but not limited to sales statistics, biographies, recording  [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=192&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://visualizingmusic.files.wordpress.com/2010/02/charting-beatles2.png"><img class="alignnone size-full wp-image-202" title="charting-beatles" src="http://visualizingmusic.files.wordpress.com/2010/02/charting-beatles2.png?w=450&#038;h=337" alt="" width="450" height="337" /></a></p>
<p><a href="http://www.mikemake.com/#72772/Charting-the-Beatles">Charting the Beatles</a> is the brain child of <a href="http://www.mikemake.com/">Michael Deal</a>, a New York based graphic artist.   In his words:</p>
<blockquote><p>These visualizations are part of an extensive study of the music of the  Beatles. Many of the diagrams and charts are based on secondary sources,  including but not limited to sales statistics, biographies, recording  session notes, sheet music, and raw audio readings</p></blockquote>
<p>Eventually, Michael intends to produce a book of these charts, and has a <a href="http://chartingthebeatles.com/">placeholder website</a> that should have more details once they&#8217;re available.</p>
<p>There&#8217;s also an extensive collection of pictures available on his <a href="http://www.flickr.com/groups/chartingthebeatles">Flickr group</a>.</p>
<p><a href="http://infosthetics.com/archives/2010/02/charting_the_beatles_exploration_of_beatles_music_through_infographics.html">via</a></p>
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			<media:title type="html">jjdonald</media:title>
		</media:content>

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			<media:title type="html">charting-beatles</media:title>
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	</item>
		<item>
		<title>Sync Lost</title>
		<link>http://visualizingmusic.com/2010/02/19/sync-lost/</link>
		<comments>http://visualizingmusic.com/2010/02/19/sync-lost/#comments</comments>
		<pubDate>Fri, 19 Feb 2010 02:17:52 +0000</pubDate>
		<dc:creator>jjdonald</dc:creator>
				<category><![CDATA[discovery]]></category>
		<category><![CDATA[visualization]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=183</guid>
		<description><![CDATA[

	
	
	
	
	


The popularization of electronic instruments and  computers, allied to the broad and easy reachable information through  the internet, enabled the appearance of countless rhythmic structures,  giving rise to new styles and sub styles within contemporary electronic  music.
Created in Processing, SyncLost is a multi-user immersive  installation on the history of electronic [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=183&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><span style='text-align:center; display: block;'>
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<p>The popularization of electronic instruments and  computers, allied to the broad and easy reachable information through  the internet, enabled the appearance of countless rhythmic structures,  giving rise to new styles and sub styles within contemporary electronic  music.</p>
<p>Created in Processing, SyncLost is a multi-user immersive  installation on the history of electronic music. The project&#8217;s objective  is to create an interface where users can view all the connections  between the main styles of electronic music through visual and audible  feedback.</p>
<p>When you click on a particular node, all connections are  shown &#8211; where the style comes from and which had been influenced by it &#8211;  furthermore the music plays and a representative textual information is  displayed. The visual feedback is given in real time, according to the  user&#8217;s choice. The music rhythm serves as a visualization parameter of  the style&#8217;s icon, creating multiple sonorous visualizations. You control  the visualization through wiimote controls, while audible feedback is  given through wireless headphones.</p>
<p><a href="http://www.visualcomplexity.com/vc/project.cfm?id=714&amp;utm_source=feedburner&amp;utm_medium=feed&amp;utm_campaign=Feed%3A+visualcomplexity+%28visualcomplexity.com%29">via</a></p>
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			<media:title type="html">jjdonald</media:title>
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	</item>
		<item>
		<title>Musart &#8211;  music on the spiral array</title>
		<link>http://visualizingmusic.com/2010/02/15/musart-music-on-the-spiral-array/</link>
		<comments>http://visualizingmusic.com/2010/02/15/musart-music-on-the-spiral-array/#comments</comments>
		<pubDate>Mon, 15 Feb 2010 18:32:15 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[research]]></category>
		<category><![CDATA[video]]></category>
		<category><![CDATA[musart]]></category>
		<category><![CDATA[real-time analysis]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=177</guid>
		<description><![CDATA[
Music on the Spiral Array . Real-Time (MuSA.RT) explores the use of Chew&#8217;s Spiral Array model in real-time analysis and scientific visualization of tonal structures in music.
Tone-based music consists of sequential arrangements of notes that generate pitch structures over time. An expert listener is able to ascertain these structures over time. MuSA.RT allows listeners to [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=177&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><span style="text-align:center; display: block;"><a href="http://visualizingmusic.com/2010/02/15/musart-music-on-the-spiral-array/"><img src="http://img.youtube.com/vi/4GPwVNPuKuA/2.jpg" alt="" /></a></span></p>
<p>Music on the Spiral Array . Real-Time (MuSA.RT) explores the use of Chew&#8217;s Spiral Array model in real-time analysis and scientific visualization of tonal structures in music.</p>
<p>Tone-based music consists of sequential arrangements of notes that generate pitch structures over time. An expert listener is able to ascertain these structures over time. MuSA.RT allows listeners to see tonal structures as they hear them. Real-time tracking of tonal patterns in music also has widespread applications in music analysis, information retrieval, performance analysis, and expression synthesis.</p>
<p>MuSA.RT shows the names of the pitches played, the triads, and the keys, as the music unfolds in a performance. The structures are visualized and computed using the three-dimensional Spiral Array model. Two trackers, called Centers of Effect (CEs), one for longterm and one for shortterm information, show the history of the tonal trajectories.</p>
<p>The three-dimensional model dances to the rhythm of the music, spinning smoothly so that the current triad forms the background for the CE trails. The real-time MIDI (Musical Instrument Digital Interface) input can be captured from an acoustic piano through a Moog piano bar.</p>
<p>MuSA.RT was designed using François&#8217; Software Architecture for Immersipresence, a general formalism for the design, analysis and implementation of complex and interactive software systems.</p>
<p><strong>Project site</strong>:  <a href="http://www-rcf.usc.edu/%7Emucoaco/MuSA.RT/">http://www-rcf.usc.edu/~mucoaco/MuSA.RT/</a></p>
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			<media:title type="html">Paul</media:title>
		</media:content>

		<media:content url="http://img.youtube.com/vi/4GPwVNPuKuA/2.jpg" medium="image" />
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		<item>
		<title>Decoding the &#8220;EROICA&#8221;</title>
		<link>http://visualizingmusic.com/2009/12/17/decoding-the-eroica/</link>
		<comments>http://visualizingmusic.com/2009/12/17/decoding-the-eroica/#comments</comments>
		<pubDate>Thu, 17 Dec 2009 18:09:27 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[research]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[eroica]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=173</guid>
		<description><![CDATA[The graph above plots tempi in the first movement, in terms of average beats per minute; the fastest is Hermann Scherchen, at 174.58, and the slowest is Otto Klemperer, in 1970, at 110.74.
Read more: http://www.newyorker.com/online/blogs/alexross
(Thanks for the tip, Adam)
       <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=173&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://visualizingmusic.files.wordpress.com/2009/12/cft1215_0901191a7-thumb-450x351-23161.png"><img class="aligncenter size-full wp-image-174" title="CFT1215_0901191A7-thumb-450x351-23161" src="http://visualizingmusic.files.wordpress.com/2009/12/cft1215_0901191a7-thumb-450x351-23161.png?w=450&#038;h=351" alt="" width="450" height="351" /></a>The graph above plots tempi in the first movement, in terms of average beats per minute; the fastest is Hermann Scherchen, at 174.58, and the slowest is Otto Klemperer, in 1970, at 110.74.</p>
<p>Read more: <a href="http://www.newyorker.com/online/blogs/alexross/#ixzz0ZyF6sHRk">http://www.newyorker.com/online/blogs/alexross</a></p>
<p><em>(Thanks for the tip, <a href="http://formcontent.blogspot.com/">Adam</a>)</em></p>
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			<media:title type="html">Paul</media:title>
		</media:content>

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			<media:title type="html">CFT1215_0901191A7-thumb-450x351-23161</media:title>
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		<title>The Landscape of music</title>
		<link>http://visualizingmusic.com/2009/12/06/the-landscape-of-music/</link>
		<comments>http://visualizingmusic.com/2009/12/06/the-landscape-of-music/#comments</comments>
		<pubDate>Sun, 06 Dec 2009 00:45:18 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[landscape]]></category>
		<category><![CDATA[live]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[at&t]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=168</guid>
		<description><![CDATA[From AT&#38;T&#8217;s lab.  A nifty geographic representation of musical artist.  Zoom in and out to find artists.

Creator:  AT&#38;T
Uses: GMAP &#8211; a technique for visualizing relations and structures as maps
       <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=168&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p>From AT&amp;T&#8217;s lab.  A nifty geographic representation of musical artist.  Zoom in and out to find artists.</p>
<p><a href="http://www2.research.att.com/~yifanhu/MusicMap/index.html"><img class="aligncenter size-full wp-image-169" title="Dock" src="http://visualizingmusic.files.wordpress.com/2009/12/dock.png?w=450&#038;h=274" alt="" width="450" height="274" /></a></p>
<p>Creator:  AT&amp;T</p>
<p>Uses: <a href="http://www2.research.att.com/~yifanhu/MAPS/index.html">GMAP</a> &#8211; a technique for visualizing relations and structures as maps</p>
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			<media:title type="html">Paul</media:title>
		</media:content>

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			<media:title type="html">Dock</media:title>
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		<title>Using Visualizations for Music Discovery</title>
		<link>http://visualizingmusic.com/2009/10/22/using-visualizations-for-music-discovery/</link>
		<comments>http://visualizingmusic.com/2009/10/22/using-visualizations-for-music-discovery/#comments</comments>
		<pubDate>Thu, 22 Oct 2009 14:02:35 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[3d]]></category>
		<category><![CDATA[commercial]]></category>
		<category><![CDATA[discovery]]></category>
		<category><![CDATA[emotion]]></category>
		<category><![CDATA[flow]]></category>
		<category><![CDATA[fun]]></category>
		<category><![CDATA[human-rendered]]></category>
		<category><![CDATA[landscape]]></category>
		<category><![CDATA[live]]></category>
		<category><![CDATA[lyrics]]></category>
		<category><![CDATA[map]]></category>
		<category><![CDATA[mood]]></category>
		<category><![CDATA[playlists]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[timbre]]></category>
		<category><![CDATA[timeline]]></category>
		<category><![CDATA[video]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[ismir]]></category>
		<category><![CDATA[slides]]></category>
		<category><![CDATA[tutorial]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=163</guid>
		<description><![CDATA[Hot of the presses, here are the sides for the tutorial that Justin and Paul are presenting at ISMIR 2009 on October 26.

Note that the live presentation will include many demonstrations and videos of visualizations that just are not practical to include in a PDF.  If you have the chance, be sure to check out [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=163&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p>Hot of the presses, here are the sides for the tutorial that Justin and Paul are presenting at ISMIR 2009 on October 26.</p>
<p style="text-align:center;"><object type='application/x-shockwave-flash' wmode='opaque' data='http://static.slideshare.net/swf/ssplayer2.swf?id=2319272&#038;doc=music-viz-gold-as-pdf-091022082543-phpapp01' width='450' height='369'><param name='movie' value='http://static.slideshare.net/swf/ssplayer2.swf?id=2319272&#038;doc=music-viz-gold-as-pdf-091022082543-phpapp01' /><param name='allowFullScreen' value='true' /><param name='allowScriptAccess' value='always' /></object></p>
<p>Note that the live presentation will include many demonstrations and videos of visualizations that just are not practical to include in a PDF.  If you have the chance, be sure to check out the <a href="http://ismir2009.ismir.net/tutorials.html#pm1">tutorial at ISMIR</a> in Kobe on the 26th.</p>
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			<media:title type="html">Paul</media:title>
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		<title>Last.fm tube tags</title>
		<link>http://visualizingmusic.com/2009/10/20/last-fm-tube-tags/</link>
		<comments>http://visualizingmusic.com/2009/10/20/last-fm-tube-tags/#comments</comments>
		<pubDate>Tue, 20 Oct 2009 00:39:57 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[commercial]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[last.fm]]></category>
		<category><![CDATA[map]]></category>
		<category><![CDATA[tube]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=156</guid>
		<description><![CDATA[PDF of the map
Last.fm has added a few visualizations to their VIP (subscribers only) section of their playground.  One visualization is called Tube Tags &#8211; it will represent your listening history in the style of the London Tube.  Each colored line represents a genre / social tag:
It&#8217;s an attractive visualization drawing on the design of [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=156&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p style="text-align:center;"><a href="http://visualizingmusic.files.wordpress.com/2009/10/map.pdf"><img class="aligncenter size-full wp-image-157" title="map" src="http://visualizingmusic.files.wordpress.com/2009/10/map.png?w=450&#038;h=305" alt="map" width="450" height="305" /></a><a href="http://visualizingmusic.files.wordpress.com/2009/10/map.pdf">PDF of the map</a></p>
<p style="text-align:left;">Last.fm has added a few visualizations to their VIP (subscribers only) section of their <a href="http://playground.last.fm/">playground</a>.  One visualization is called<a href="http://playground.last.fm/demo/tagstube"> Tube Tags</a> &#8211; it will represent your listening history in the style of the London Tube.  Each colored line represents a genre / social tag:</p>
<p style="text-align:left;"><a href="http://visualizingmusic.files.wordpress.com/2009/10/map-1-page.png"><img class="aligncenter size-full wp-image-159" title="map (1 page)" src="http://visualizingmusic.files.wordpress.com/2009/10/map-1-page.png?w=210&#038;h=408" alt="map (1 page)" width="210" height="408" /></a>It&#8217;s an attractive visualization drawing on the design of the original tube map <a href="http://www.maximizingprogress.org/2008/10/tube-map-harry-becks-delight-by-design.html">designer Harry Beck</a></p>
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			<media:title type="html">Paul</media:title>
		</media:content>

		<media:content url="http://visualizingmusic.files.wordpress.com/2009/10/map.png" medium="image">
			<media:title type="html">map</media:title>
		</media:content>

		<media:content url="http://visualizingmusic.files.wordpress.com/2009/10/map-1-page.png" medium="image">
			<media:title type="html">map (1 page)</media:title>
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		<item>
		<title>An Exploration of Real-Time Visualizations of Musical Timbre</title>
		<link>http://visualizingmusic.com/2009/10/16/an-exploration-of-real-time-visualizations-of-musical-timbre/</link>
		<comments>http://visualizingmusic.com/2009/10/16/an-exploration-of-real-time-visualizations-of-musical-timbre/#comments</comments>
		<pubDate>Fri, 16 Oct 2009 16:47:39 +0000</pubDate>
		<dc:creator>Paul</dc:creator>
				<category><![CDATA[research]]></category>
		<category><![CDATA[timbre]]></category>
		<category><![CDATA[video]]></category>
		<category><![CDATA[visualization]]></category>

		<guid isPermaLink="false">http://visualizingmusic.com/?p=152</guid>
		<description><![CDATA[This project explores several different ways of visualizing sets of extracted audio features in real-time. These visualizations are realized in a toolkit for the Max/MSP/Jitter programming environment. The primary purpose is to visualize timbral changes in the sense of exploratory data analysis. The program has four main parts: feature extraction, visualization, similarity, and audio control. [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=visualizingmusic.com&blog=9365050&post=152&subd=visualizingmusic&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<p>This project explores several different ways of visualizing sets of extracted audio features in real-time. These visualizations are realized in a toolkit for the Max/MSP/Jitter programming environment. The primary purpose is to visualize timbral changes in the sense of exploratory data analysis. The program has four main parts: feature extraction, visualization, similarity, and audio control. Features are calculated by using a combination of pre-existing libraries, as e.g. the zsa.descriptors and the CNMAT analyser object. Additionally, we introduce a simple notion of timbral distance, which can be used in real-time performance situations, and present its performance for a set of different textures. The visualizations are further used to inform the control of audio effects by feature trajectories.</p>
<p style="text-align:center;"><span style='text-align:center; display: block;'>
<object type="application/x-shockwave-flash" width="400" height="300" data="http://www.vimeo.com/moogaloop.swf?clip_id=7100064&amp;server=www.vimeo.com&amp;fullscreen=1&amp;show_title=1&amp;show_byline=0&amp;show_portrait=0&amp;color=01AAEA">
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<p><strong>Researcher: </strong><a href="http://cnmat.berkeley.edu/category/people/kai_siedenburg">Kai Siedenburg</a><strong><br />
Paper</strong>: <a href="http://cnmat.berkeley.edu/publication/exploration_real_time_visualizations_musical_timbre">An Exploration of Real-Time Visualizations of Musical Timbre</a></p>
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			<media:title type="html">Paul</media:title>
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