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	<title>Comments on: Question for the Agora: How does Shazam work?</title>
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	<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html</link>
	<description>An exchange of ideas from thinkers spanning the spectrum</description>
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		<title>By: The one</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-11023</link>
		<dc:creator>The one</dc:creator>
		<pubDate>Fri, 21 Jan 2011 08:45:56 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-11023</guid>
		<description>Here is an answer, explained for anyone to understand:

http://www.soyoucode.com/2011/how-does-shazam-recognize-song</description>
		<content:encoded><![CDATA[<p>Here is an answer, explained for anyone to understand:</p>
<p><a href="http://www.soyoucode.com/2011/how-does-shazam-recognize-song" rel="nofollow">http://www.soyoucode.com/2011/how-does-shazam-recognize-song</a></p>
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		<title>By: nnylw</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-10876</link>
		<dc:creator>nnylw</dc:creator>
		<pubDate>Tue, 05 Jan 2010 11:52:29 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-10876</guid>
		<description>Dont bite off more than you can chew
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		<content:encoded><![CDATA[<p>Dont bite off more than you can chew<br />
<a href="http://pharmacy-and-pharmacy.com/oxaprozin/" rel="nofollow">oxaprozin</a>   [url=http://pharmacy-and-pharmacy.com/oxaprozin/]oxaprozin[/url]   <a href="http://pharmacy-and-pharmacy.com/hycet/" rel="nofollow">hycet</a>   [url=http://pharmacy-and-pharmacy.com/hycet/]hycet[/url]   <a href="http://pharmacy-and-pharmacy.com/ismo/" rel="nofollow">ismo</a>   [url=http://pharmacy-and-pharmacy.com/ismo/]ismo[/url]   <a href="http://pharmacy-and-pharmacy.com/alimta/" rel="nofollow">alimta</a>   [url=http://pharmacy-and-pharmacy.com/alimta/]alimta[/url]   <a href="http://pharmacy-and-pharmacy.com/benzoyl/" rel="nofollow">benzoyl</a>   [url=http://pharmacy-and-pharmacy.com/benzoyl/]benzoyl[/url]   <a href="http://pharmacy-and-pharmacy.com/demerol/" rel="nofollow">demerol</a>   [url=http://pharmacy-and-pharmacy.com/demerol/]demerol[/url]   <a href="http://pharmacy-and-pharmacy.com/micardis/" rel="nofollow">micardis</a>   [url=http://pharmacy-and-pharmacy.com/micardis/]micardis[/url]</p>
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		<title>By: talhah</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-10833</link>
		<dc:creator>talhah</dc:creator>
		<pubDate>Tue, 22 Sep 2009 07:24:16 +0000</pubDate>
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		<description>@Steve that is a brilliant comment! The real sound of space. music for the next generation. I love it!!!</description>
		<content:encoded><![CDATA[<p>@Steve that is a brilliant comment! The real sound of space. music for the next generation. I love it!!!</p>
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		<title>By: Ahmed Roshdy</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-10682</link>
		<dc:creator>Ahmed Roshdy</dc:creator>
		<pubDate>Wed, 22 Jul 2009 23:15:13 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-10682</guid>
		<description>Hi,
Actually I found a very nice article explainign how does it work in a very simple way. Hereunder the link:

http://laplacian.wordpress.com/2009/01/10/how-shazam-works/

Ahmed</description>
		<content:encoded><![CDATA[<p>Hi,<br />
Actually I found a very nice article explainign how does it work in a very simple way. Hereunder the link:</p>
<p><a href="http://laplacian.wordpress.com/2009/01/10/how-shazam-works/" rel="nofollow">http://laplacian.wordpress.com/2009/01/10/how-shazam-works/</a></p>
<p>Ahmed</p>
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	<item>
		<title>By: Steve</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-9772</link>
		<dc:creator>Steve</dc:creator>
		<pubDate>Tue, 06 Jan 2009 17:04:15 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-9772</guid>
		<description>Hey, thats really Interesting, how a Audio source is in fact a constellation, so does that mean that we could take a snap shot of what we see in space and translate it into what it sounds like.. the real sound of space?</description>
		<content:encoded><![CDATA[<p>Hey, thats really Interesting, how a Audio source is in fact a constellation, so does that mean that we could take a snap shot of what we see in space and translate it into what it sounds like.. the real sound of space?</p>
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	<item>
		<title>By: bob</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-9720</link>
		<dc:creator>bob</dc:creator>
		<pubDate>Wed, 31 Dec 2008 14:56:29 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-9720</guid>
		<description>There&#039;s a paper on how Shazam works.  More technical than I can comprehend, but interesting to see.
http://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf</description>
		<content:encoded><![CDATA[<p>There&#8217;s a paper on how Shazam works.  More technical than I can comprehend, but interesting to see.<br />
<a href="http://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf" rel="nofollow">http://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf</a></p>
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	<item>
		<title>By: Dennis</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-9696</link>
		<dc:creator>Dennis</dc:creator>
		<pubDate>Mon, 29 Dec 2008 20:14:55 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-9696</guid>
		<description>Thanks, that clears it up.  Now for the theory of relativity...</description>
		<content:encoded><![CDATA[<p>Thanks, that clears it up.  Now for the theory of relativity&#8230;</p>
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	<item>
		<title>By: ari</title>
		<link>http://www.urbanagora.com/2008/12/question-for-the-agora-how-does-shazam-work.html/comment-page-1#comment-9444</link>
		<dc:creator>ari</dc:creator>
		<pubDate>Sat, 06 Dec 2008 06:50:44 +0000</pubDate>
		<guid isPermaLink="false">http://www.urbanagora.com/?p=1807#comment-9444</guid>
		<description>I also wondered the same thing and from what i can tell, it analyses the song and uses an acoustic fingerprint that it compares to a database to determine a match. 

It could generate an acoustic fingerprint using any of the following well known audio features: Fourier coefficients, Mel Frequency Cepstral Coefficients (MFFC), spectral flatness, sharpness, Linear Predictive Coding (LPC) coefficients and others. Also derived quantities such as derivatives, means and variances of audio features could be used. The extracted features are mapped into a more compact representation by using classification algorithms, such as Hidden Markov Models, or quantization...</description>
		<content:encoded><![CDATA[<p>I also wondered the same thing and from what i can tell, it analyses the song and uses an acoustic fingerprint that it compares to a database to determine a match. </p>
<p>It could generate an acoustic fingerprint using any of the following well known audio features: Fourier coefficients, Mel Frequency Cepstral Coefficients (MFFC), spectral flatness, sharpness, Linear Predictive Coding (LPC) coefficients and others. Also derived quantities such as derivatives, means and variances of audio features could be used. The extracted features are mapped into a more compact representation by using classification algorithms, such as Hidden Markov Models, or quantization&#8230;</p>
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