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why_mir.slides.html
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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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<p><a href="index.html">← Back to Index</a></p>
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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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frameborder="0"
allowfullscreen
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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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frameborder="0"
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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="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") songs, loops, speech, environmental sounds, sound effects</li>
<li>workflows in consumer products through machine hearing</li>
<li>automatic control of software and mobile devices</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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src="https://www.youtube.com/embed/ECvinPjmBVE?start=6"
frameborder="0"
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<section>
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<p>Example: <a href="http://www.celemony.com/en/start">Melodyne</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">"DiW6XVFeFgo"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">60</span><span class="p">))</span>
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width="400"
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src="https://www.youtube.com/embed/DiW6XVFeFgo?start=60"
frameborder="0"
allowfullscreen
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<section>
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<p>Example: <a href="http://www.antarestech.com/">Auto-Tune</a></p>
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<div class="prompt input_prompt">In [7]:</div>
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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">"YDjsoZKlG04"</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">155</span><span class="p">))</span>
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frameborder="0"
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<p>Example: Key Detection and Auto-harmonization with <a href="https://www.izotope.com/nectar2">iZotope Nectar 2</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">"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>
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frameborder="0"
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<p>Example: <a href="http://www.humtap.com">Humtap</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">VimeoVideo</span><span class="p">(</span><span class="s">"96140435"</span><span class="p">)</span> <span class="p">)</span>
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