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why_mir.html
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<!DOCTYPE html>
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<title>why_mir</title>
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<div class=" highlight hl-ipython2"><pre><span class="kn">import</span> <span class="nn">numpy</span><span class="o">,</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="kn">as</span> <span class="nn">ipd</span>
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<h1 id="Why-Music-Information-Retrieval?">Why Music Information Retrieval?<a class="anchor-link" href="#Why-Music-Information-Retrieval?">¶</a></h1>
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<p>While you listen to these excerpts, name as many of its musical characteristics as you can:</p>
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<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"ajCYQL8ouqw"</span><span class="p">)</span> <span class="p">)</span>
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<p>(<a href="http://chordify.net/chords/beatles-let-it-be-hippiegirl34">Chords</a>)</p>
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<p>Another:</p>
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<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"PrVu9WKs498"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">8</span><span class="p">)</span> <span class="p">)</span>
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<p>One more:</p>
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<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"Cxj8vSS2ELU"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">540</span><span class="p">)</span> <span class="p">)</span>
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<h2 id="Why-MIR?">Why MIR?<a class="anchor-link" href="#Why-MIR?">¶</a></h2>
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<ul>
<li>discover, organize, monetize media collections</li>
<li>search ("find me something that sounds like this")<ul>
<li>songs, loops, speech, environmental sounds, sound effects</li>
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<li>workflows in consumer products through machine hearing</li>
<li>automatic control of software and mobile devices</li>
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<h2 id="What-is-MIR?">What is MIR?<a class="anchor-link" href="#What-is-MIR?">¶</a></h2>
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<ul>
<li>fingerprinting</li>
<li>cover song detection</li>
<li>genre recognition</li>
<li>transcription</li>
<li>recommendation</li>
<li>symbolic melodic similarity</li>
<li>mood</li>
<li>source separation</li>
<li>instrument recognition </li>
<li>pitch tracking</li>
<li>tempo estimation</li>
<li>score alignment</li>
<li>song structure/form</li>
<li>beat tracking</li>
<li>key detection</li>
<li>query by humming</li>
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<h2 id="Commercial-Applications">Commercial Applications<a class="anchor-link" href="#Commercial-Applications">¶</a></h2>
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<p>Example: <a href="http://www.riffstation.com/">RiffStation</a></p>
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<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"ECvinPjmBVE"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">6</span><span class="p">)</span> <span class="p">)</span>
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</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div class="output_html rendered_html output_subarea ">
<iframe
width="400"
height="300"
src="https://www.youtube.com/embed/ECvinPjmBVE?start=6"
frameborder="0"
allowfullscreen
></iframe>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Example: <a href="http://www.celemony.com/en/start">Melodyne</a></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In [6]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"DiW6XVFeFgo"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">60</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div class="output_html rendered_html output_subarea ">
<iframe
width="400"
height="300"
src="https://www.youtube.com/embed/DiW6XVFeFgo?start=60"
frameborder="0"
allowfullscreen
></iframe>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Example: <a href="http://www.antarestech.com/">Auto-Tune</a></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In [7]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"YDjsoZKlG04"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">155</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div class="output_html rendered_html output_subarea ">
<iframe
width="400"
height="300"
src="https://www.youtube.com/embed/YDjsoZKlG04?start=155"
frameborder="0"
allowfullscreen
></iframe>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Example: Key Detection and Auto-harmonization with <a href="https://www.izotope.com/nectar2">iZotope Nectar 2</a></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In [8]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">"TG-ivjyyYhM"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">35</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div class="output_html rendered_html output_subarea ">
<iframe
width="400"
height="300"
src="https://www.youtube.com/embed/TG-ivjyyYhM?start=35"
frameborder="0"
allowfullscreen
></iframe>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Example: <a href="http://www.humtap.com">Humtap</a></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In [9]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ipd</span><span class="o">.</span><span class="n">display</span><span class="p">(</span> <span class="n">ipd</span><span class="o">.</span><span class="n">VimeoVideo</span><span class="p">(</span><span class="s">"96140435"</span><span class="p">)</span> <span class="p">)</span>
</pre></div>
</div>
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</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div class="output_html rendered_html output_subarea ">
<iframe
width="400"
height="300"
src="https://player.vimeo.com/video/96140435"
frameborder="0"
allowfullscreen
></iframe>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
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