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	<title>artificial musicality</title>
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	<link>http://schall-und-mauch.de/artificialmusicality</link>
	<description>research in artificial musicality</description>
	<pubDate>Tue, 08 May 2012 12:50:26 +0000</pubDate>
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		<title>DarwinTunes at the Imperial Festival this weekend</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/05/darwintunes-at-the-imperial-festival-this-weekend/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/05/darwintunes-at-the-imperial-festival-this-weekend/#comments</comments>
		<pubDate>Tue, 08 May 2012 12:50:26 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[from me to you]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=766</guid>
		<description><![CDATA[<p>There&#8217;s a big science festival this week at Imperial College:<br />
the <a href="http://www3.imperial.ac.uk/festival">Imperial Festival</a>.</p>
<p>There&#8217;ll be &#8220;hands-on demonstrations, music, comedy, dancing and art&#8221;, and: &#8220;Food and drinks are available throughout, just drop in at any time.&#8221;</p>
<p>I&#8217;ve been involved&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>There&#8217;s a big science festival this week at Imperial College:<br />
the <a href="http://www3.imperial.ac.uk/festival">Imperial Festival</a>.</p>
<p>There&#8217;ll be &#8220;hands-on demonstrations, music, comedy, dancing and art&#8221;, and: &#8220;Food and drinks are available throughout, just drop in at any time.&#8221;</p>
<p>I&#8217;ve been involved in research on the <a href="http://darwintunes.org/">DarwinTunes</a> evolutionary music generator with some <a href="http://www.sbc.su.se/~maccallr/">Bob MacCallum</a> and <a href="http://www3.imperial.ac.uk/people/a.leroi">Armand Leroi</a> from Imperial College, and they&#8217;re presenting a live version on the Saturday.</p>
<p>I&#8217;m definitely going on Saturday, so would be great to see you all there.</p>
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			<wfw:commentRss>http://schall-und-mauch.de/artificialmusicality/2012/05/darwintunes-at-the-imperial-festival-this-weekend/feed/</wfw:commentRss>
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		<item>
		<title>What would you do if I sang out of tune?</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/04/what-would-you-do-if-i-sang-out-of-tune/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/04/what-would-you-do-if-i-sang-out-of-tune/#comments</comments>
		<pubDate>Mon, 23 Apr 2012 14:39:42 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[C4DM Series]]></category>

		<category><![CDATA[Done and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=758</guid>
		<description><![CDATA[<p>I&#8217;m excited to welcome <a href="http://www.mu-on.org/frieler/?lang=en">Dr Klaus Frieler</a> to Queen Mary — he&#8217;s the first researcher on a project initiated by me. Together with <a href="http://www.eecs.qmul.ac.uk/~simond/">Simon Dixon</a>, Klaus and I are going to look into how singers stay in tune,&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>I&#8217;m excited to welcome <a href="http://www.mu-on.org/frieler/?lang=en">Dr Klaus Frieler</a> to Queen Mary — he&#8217;s the first researcher on a project initiated by me. Together with <a href="http://www.eecs.qmul.ac.uk/~simond/">Simon Dixon</a>, Klaus and I are going to look into how singers stay in tune, and when they lose it. We are bursting with ideas, and so I think the three months Klaus will work with us will allow us to get a better idea on what it actually is that we want to learn about intonation. Usually based in Hamburg, Germany, Klaus has already done quite a lot of interesting projects around singing, for example a funky demo and <a href="http://www.doc.gold.ac.uk/~mas03dm/papers/SYOC_2010.pdf">presentation at the London&#8217;s Dana Centre at the Science Museum</a> that showed people how hard it is <em>not</em> to plagiarise. Looking forward to exciting research. Welcome Klaus!</p>
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		<item>
		<title>Comments enabled until I get fed up with spammers again</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/03/comments-enabled-until-i-get-fed-up/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/03/comments-enabled-until-i-get-fed-up/#comments</comments>
		<pubDate>Mon, 26 Mar 2012 21:15:17 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[from me to you]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=751</guid>
		<description><![CDATA[<p>A few months ago I disabled comments on my site — it was just so annoying to get all that spam. Now I&#8217;ve started them again, with a simple captcha, but my guess is that I&#8217;m going to get fed&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>A few months ago I disabled comments on my site — it was just so annoying to get all that spam. Now I&#8217;ve started them again, with a simple captcha, but my guess is that I&#8217;m going to get fed up soon again. What do you think?</p>
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			<wfw:commentRss>http://schall-und-mauch.de/artificialmusicality/2012/03/comments-enabled-until-i-get-fed-up/feed/</wfw:commentRss>
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		<title>&#8216;Voice of the Future&#8217; at the Houses of Parliament</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/03/voice-of-the-future-at-the-houses-of-parliament/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/03/voice-of-the-future-at-the-houses-of-parliament/#comments</comments>
		<pubDate>Thu, 22 Mar 2012 12:34:56 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Done and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=740</guid>
		<description><![CDATA[<p>The other week I got the amazing invitation to &#8220;represent&#8221; the Royal Academy of Engineering at a weird little event called <a href="http://www.parliament.uk/business/committees/committees-a-z/commons-select/science-and-technology-committee/news/voice-of-the-future-2012/">Voice of the Future</a>. In a nutshell, it was a bit like prime minister&#8217;s question time, only that&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>The other week I got the amazing invitation to &#8220;represent&#8221; the Royal Academy of Engineering at a weird little event called <a href="http://www.parliament.uk/business/committees/committees-a-z/commons-select/science-and-technology-committee/news/voice-of-the-future-2012/">Voice of the Future</a>. In a nutshell, it was a bit like prime minister&#8217;s question time, only that we didn&#8217;t ask the prime minister, but David Willetts, the Minister for Universities and Science, and other politicians. I put the word &#8220;represent&#8221; in inverted commas because—in my case—representing meant simply sitting at the table and looking interested. (My fellow Research Fellow Andrew Robertson actually did get to ask a question.)</p>
<p>The Speaker opened the event, and though the event didn&#8217;t take place in the famous House of Commons, it was certainly quite interesting to get a glimpse of parliamentary life. As laid out in the <a href="http://www.parliament.uk/documents/commons-committees/science-technology/VOF2012Brief.pdf!docid=274065!.pdf">brief</a>, the minister was not the only person we could ask; rather there were three sessions, with the current minister (and the Chief Scientific Advisor), with the Science and Technology Committee, and finally with the shadow Minister for Universities and Science.</p>
<p>The overall greatest interest seemed to evolve around genetic engineering and stem cell research, both contentious subjects; dear to scientists, but not necessarily to the general public. In the answers of the politicians it became clear that the main problem really is the discrepancy between public opinion and science. Essentially, politicians need to balance the interests of science with those of the public they represent. So conscientious politicians will strive to educate their voters about what they they think is the scientifically best solution to a problem because they cannot consistently ignore public opinion, not even in favour of conflicting scientific facts.</p>
<p>It is these more fundamental things that I think I&#8217;ve learned, not many answers that actually change my day-to-day work flow. Maybe more could have been learned if the scientists asking had been more aggressive—but that needs practice. The prime minister&#8217;s question time certainly is a different kettle of fish. One other oddity in the event I went to was that the individual funding bodies&#8217; representatives asked questions selected by the organisers from a question pool. So they did not necessarily ask their own questions—this happened to Andrew. These factors made the event a little tame But, in summary, it was a good experience, and a great move of the Biological Society to organise this, and of course of the MPs to spend time with scientists.</p>
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		<title>Yanno — Chordino chord transcription for YouTube</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/03/yanno-chordino-chord-transcription-for-youtube/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/03/yanno-chordino-chord-transcription-for-youtube/#comments</comments>
		<pubDate>Tue, 13 Mar 2012 19:47:42 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Done and Liked]]></category>

		<category><![CDATA[Seen and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=734</guid>
		<description><![CDATA[<p>A big thanks to <a href="http://www.mcld.co.uk/">Dan Stowell</a> for making the brilliant <a href="http://yanno.eecs.qmul.ac.uk/">Yanno</a> web application, which uses my <a href="http://isophonics.net/nnls-chroma">Chordino Vamp plugin</a> to extract the chords of any YouTube video you like. For example, say you find a video of&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>A big thanks to <a href="http://www.mcld.co.uk/">Dan Stowell</a> for making the brilliant <a href="http://yanno.eecs.qmul.ac.uk/">Yanno</a> web application, which uses my <a href="http://isophonics.net/nnls-chroma">Chordino Vamp plugin</a> to extract the chords of any YouTube video you like. For example, say you find a video of <a href="http://www.youtube.com/watch/?v=RElhIHM3G3M">Help!</a>, then you can click a special bookmark (as explained on the <a href="http://yanno.eecs.qmul.ac.uk/">Yanno</a> page) and what you get is a web site with the <a href="http://yanno.eecs.qmul.ac.uk/?ytid=RElhIHM3G3M&#038;yafrom=/">chord transcription showing alongside the video</a>. Now, everyone who follows the music information retrieval publication circuit just a little bit has ample opportunity to witness that chord transcription is not nearly perfect yet, and <em>Chordino isn&#8217;t even state-of-the-art!</em> (It was always going to be only a simple chord estimator on top of NNLS Chroma.) So don&#8217;t expect miracles, but it might just be a little bit useful. I&#8217;m loving it, I must admit, I&#8217;ve probably submitted more requests than anyone else.<br />
Since Yanno is a developed as a prototype teaching tool for schools as part of Simon Dixon&#8217;s <a href="http://www.elec.qmul.ac.uk/digitalmusic/m4m/">Musicology for the Masses</a> project, Dan has not put the main emphasis on making a shiny user interface. I hope that as time goes on, someone (maybe Dan, or me, or someone else) will make the page more user-friendly and faster.</p>
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		<title>SpeechJammer — fab research from my former colleagues at AIST</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/03/speechjammer/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/03/speechjammer/#comments</comments>
		<pubDate>Mon, 05 Mar 2012 11:19:38 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Seen and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=728</guid>
		<description><![CDATA[<p>While lazily browsing <a href="http://www.wired.co.uk/news/archive/2012-03/05/japanese-speech-jammer">wired.com</a> last night I was delighted to happen upon research of my former colleague <a href="http://staff.aist.go.jp/k-kurihara/research/index.html">Kurihara</a> at <a href="http://www.aist.go.jp/index_en.html">AIST</a>: the SpeechJammer. While the immediate application is somewhat contrived (and a case of &#8220;only in Japan&#8221;, maybe),&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>While lazily browsing <a href="http://www.wired.co.uk/news/archive/2012-03/05/japanese-speech-jammer">wired.com</a> last night I was delighted to happen upon research of my former colleague <a href="http://staff.aist.go.jp/k-kurihara/research/index.html">Kurihara</a> at <a href="http://www.aist.go.jp/index_en.html">AIST</a>: the SpeechJammer. While the immediate application is somewhat contrived (and a case of &#8220;only in Japan&#8221;, maybe), it&#8217;s a fabulous piece of research with public impact, and a lot of good comedy elements. Highly recommended.</p>
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			<wfw:commentRss>http://schall-und-mauch.de/artificialmusicality/2012/03/speechjammer/feed/</wfw:commentRss>
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		<title>Harmony in Holland</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/03/harmony-in-holland-2/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/03/harmony-in-holland-2/#comments</comments>
		<pubDate>Wed, 29 Feb 2012 23:35:37 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Done and Liked]]></category>

		<category><![CDATA[Seen and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=708</guid>
		<description><![CDATA[<p>I have had a great time in Utrecht talking (see my <a href="http://matthiasmauch.net/_pdf/symposiumpresentation.pdf">slides</a>) and listening to stuff about harmony — quite inspiring at times.</p>

<p>Yesterday it was a pleasure to see Bas de Haas (check out his <a href="http://www.cs.uu.nl/staff/bash.html">mafioso photo</a>) get his PhD in a public defense ceremony that was quite different to my own (which was two people asking me about my thesis for about two hours in a small meeting room at Queen Mary): audience, jury and the candidate convened in a grand hall clad with paintings of (I assume) the old greats of Utrecht scholarship. The opponents, clad in robes and wearing hats...</p>]]></description>
			<content:encoded><![CDATA[<p>I have had a great time in Utrecht talking (at a <a href="http://research.cs.uu.nl/index.php/events/symposium-harmony-variation-in-mir">symposium</a> see my <a href="http://matthiasmauch.net/_pdf/symposiumpresentation.pdf">slides</a>) and listening to stuff about harmony — quite inspiring at times.</p>
<p>Yesterday it was a pleasure to see Bas de Haas (check out his <a href="http://www.cs.uu.nl/staff/bash.html">mafioso photo</a>) get his PhD in a public defense ceremony that was quite different to my own (which was two people asking me about my thesis for about two hours in a small meeting room at Queen Mary): audience, jury and the candidate convened in a grand hall clad with paintings of (I assume) the old greats of Utrecht scholarship. The opponents, clad in robes and wearing hats, had the duty to probe the candidate&#8217;s knowledge — but in a kind of non-physical show wrestling style, i.e. they were joking, and Bas&#8217;s responses seemed (I couldn&#8217;t actually understand them) to aim at providing a good show to the audience rather than making a compelling argument. That&#8217;s because (unlike in the UK) the serious review and revision happens months before the defense. In any case, very interesting, and well done Bas!</p>
<p>Today was the day of the actual <a href="http://research.cs.uu.nl/index.php/events/symposium-harmony-variation-in-mir">symposium</a>, and luckily that was all in English. Much easier, though the talks on grammars and syntax of harmony by Bas, José Pedro Magalhães and Martin Rohrmeier that started the day off were still a bit hard to deeply understand — will have to read up on it in Bas&#8217;s thesis.<br />
Meinard Müller gave some nice insights into chord labelling performance as a factor of different kinds of preprocessing and processing steps, whitening, smoothing over time, and different inference techniques, especially HMM vs simple chord pattern. (The main theme of Meinard&#8217;s talk, which was the cross-version chord display, which I already knew plenty about.)</p>
<p>I also quite liked <a href="http://compmusic.upf.edu/blog">Aline Honing</a>&#8217;s talk on extracting low-level interval characteristics from MIDI, which (after multi-dimensional scaling — sorry for the scary word!) appeared to cluster pieces from different classical periods together nicely, though it remains to be seen how that qualitatively differs from existing algorithms in Humdrum and other symbolic processing toolboxes. Xavier Serra talked about his exciting multi-cultural project <a href="http://compmusic.upf.edu/blog">CompMusic</a>, and it really made sense to me today: there is really a lot to be learned by stepping out of our own culture, to find that the methods we thought worked do not generally work. I expect lots of colourful new MIR to come our way from Barcelona soon! Similarly Anja Volk presented her new <a href="http://www.cs.uu.nl/research/projects/vidi-volk/">Musiva</a> project on similarity and variation — I&#8217;m looking forward to the slides, because she had some really nice citations from the cognitive science literature and beyond.</p>
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		<title>Automatically extracting harmony from recorded music — and what to do with it</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/02/harmony-in-holland/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/02/harmony-in-holland/#comments</comments>
		<pubDate>Mon, 27 Feb 2012 11:11:28 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Publication]]></category>

		<category><![CDATA[Talk]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=697</guid>
		<description><![CDATA[<p>I&#8217;ll give a short talk on my work on harmony in the past few years next Wednesday in Utrecht. The talk is part of the <a href="http://research.cs.uu.nl/index.php/events/symposium-harmony-variation-in-mir">Symposium on Harmony and Variation in Music Information Retrieval</a> organised by Bas de Haas&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ll give a short talk on my work on harmony in the past few years next Wednesday in Utrecht. The talk is part of the <a href="http://research.cs.uu.nl/index.php/events/symposium-harmony-variation-in-mir">Symposium on Harmony and Variation in Music Information Retrieval</a> organised by Bas de Haas as a satellite event to his PhD viva. Quite excitingly, some big names of MIR will be there.</p>
<p>Thanks to my collaborations I have a lot of juicy stuff to talk about:</p>
<ul>
<li>the <a href="http://www.youtube.com/user/SongPrompter">SongPrompter</a> application I did at AIST with Hiromasa Fujihara and Masataka Goto,</li>
<li>the amazing <a href="http://songle.jp">Songle.jp</a> web service, a big project at AIST to which I contributed chord, key and beat/bar estimates</li>
<li>and <a href="http://blog.last.fm/2011/12/06/london-music-hack-day-our-audio-api-put-us-in-the-drivers-seat">Last.fm&#8217;s Driver&#8217;s Seat</a>, a collaboration with Mark Levy and Sven Over</li>
</ul>
<p>already span quite a wide range of MIR applications, and I will also show a bit of Yanno, Dan Stowell&#8217;s education project based on YouTube and my <a href="http://isophonics.net/nnls-chroma">Chordino</a> Vamp plugin. Two things link these applications:</p>
<ol>
<li>they very closely involve human interaction, some for music making, some for song browsing, some for music discovery in collections</li>
<li>they integrate many MIR techniques into one multi-faceted application</li>
</ol>
<p>And, of course, they all involve harmony. SongPrompter combines lyrics and chord alignment based on MFCC and chroma features, chords are a central part of Yanno and Songle, too. In Last.fm&#8217;s Driver&#8217;s Seat the connection is not as obvious, but some of its most enjoyable (to me) features are the search for harmonic creativity (based on my the <a href="http://schall-und-mauch.de/artificialmusicality/2011/10/structural-change-on-multiple-time-scales-as-a-correlate-of-musical-complexity/">Structural Change</a> feature), for <a href="http://blog.last.fm/2011/08/26/anatomy-of-the-uk-charts-part-5-king-of-gear-shifts">gear shifts</a>, or simply harmonic smoothness.</p>
<p>So I&#8217;m looking forwards a lot – check back for my final slides. [Edit: the slides, including references, are now <a href="http://matthiasmauch.net/_pdf/symposiumpresentation.pdf">here</a>.]</p>
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		<title>Not better, but faster Chordino/NNLS Chroma binary, which is better.</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2012/02/not-better-but-faster-chordinonnls-chroma-binary-which-is-better/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2012/02/not-better-but-faster-chordinonnls-chroma-binary-which-is-better/#comments</comments>
		<pubDate>Mon, 20 Feb 2012 11:24:58 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Done and Liked]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=694</guid>
		<description><![CDATA[<p>After way to much time, I&#8217;ve finally managed to upload a <a href="https://code.soundsoftware.ac.uk/attachments/download/367/nnls-chroma.dylib">OSX universal binary</a> of the NNLS Chroma Vamp library. If you&#8217;re using OSX and NNLS Chroma, this should make it significantly faster&#8230; thanks to the tech miracle that&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>After way to much time, I&#8217;ve finally managed to upload a <a href="https://code.soundsoftware.ac.uk/attachments/download/367/nnls-chroma.dylib">OSX universal binary</a> of the NNLS Chroma Vamp library. If you&#8217;re using OSX and NNLS Chroma, this should make it significantly faster&#8230; thanks to the tech miracle that is compiler optimisation. General information on NNLS Chroma and Chordino can still be found on <a href="http://isophonic.net/nnls-chroma">the Isophonics website</a>, and the open source repository is on <a href="https://code.soundsoftware.ac.uk/projects/nnls-chroma">the code.soundsoftware.ac.uk</a> website.</p>
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		<title>A prize for our Music Hack Day hack!</title>
		<link>http://schall-und-mauch.de/artificialmusicality/2011/12/a-prize-for-our-music-hack-day-hack/</link>
		<comments>http://schall-und-mauch.de/artificialmusicality/2011/12/a-prize-for-our-music-hack-day-hack/#comments</comments>
		<pubDate>Tue, 06 Dec 2011 11:41:06 +0000</pubDate>
		<dc:creator>Matthias Mauch</dc:creator>
		
		<category><![CDATA[Done and Liked]]></category>

		<category><![CDATA[Featured]]></category>

		<guid isPermaLink="false">http://schall-und-mauch.de/artificialmusicality/?p=688</guid>
		<description><![CDATA[<p>It was my first ever Music Hack Day, and despite being sceptical at the beginning, I was eventually won over by the average quality of all the hacks. My positive impression was—let&#8217;s say—enhanced by the fact that the hack Sven&#8230;</p>]]></description>
			<content:encoded><![CDATA[<p>It was my first ever Music Hack Day, and despite being sceptical at the beginning, I was eventually won over by the average quality of all the hacks. My positive impression was—let&#8217;s say—enhanced by the fact that the hack Sven Over and I made actually won a super duper Spotify prize. Read all about it on the <a href="http://blog.last.fm/2011/12/06/london-music-hack-day-our-audio-api-put-us-in-the-drivers-seat">Last.fm blog</a> or check out the <a href="www.youtube.com/watch?v=u63nEsll-wo&#038;feature=player_embedded&#038;hd=1">video</a> of the hack demo right here.</p>
]]></content:encoded>
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