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Steve Tjoa's avatar
spectral features; mfcc; knn instrument classification
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<title>knn_instrument_classification</title>

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<h1 id="K-Nearest-Neighbor">K-Nearest Neighbor<a class="anchor-link" href="#K-Nearest-Neighbor">&#182;</a></h1>
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<p>My first audio classifier: introducing K-NN!</p>
<p>We can now appreciate why we need additional intelligence in our systems -- heuristics don't go very far in the world of complex audio signals.  We'll be using scikit-learn's implementation of the k-NN for our work here.  It proves be a straight-forward and easy to use implementation.  The steps and skills of working with one classifier will scale nicely to working with other, more complex classifiers.</p>

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<h2 id="Training-Data">Training Data<a class="anchor-link" href="#Training-Data">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="kn">from</span> <span class="nn">sklearn</span> <span class="k">import</span> <span class="n">preprocessing</span>
<span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="k">import</span> <span class="n">AdaBoostClassifier</span>
<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="k">import</span> <span class="n">LogisticRegression</span>
<span class="kn">from</span> <span class="nn">sklearn.naive_bayes</span> <span class="k">import</span> <span class="n">GaussianNB</span>
<span class="kn">from</span> <span class="nn">sklearn.neighbors</span> <span class="k">import</span> <span class="n">KNeighborsClassifier</span>
<span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="k">import</span> <span class="n">SVC</span>
<span class="kn">import</span> <span class="nn">essentia</span>
<span class="kn">import</span> <span class="nn">essentia.standard</span> <span class="k">as</span> <span class="nn">ess</span>
<span class="kn">import</span> <span class="nn">urllib</span>
<span class="kn">import</span> <span class="nn">urllib2</span>
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<p>Read in a list of filenames of ten kick drums and ten snare drums:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">kicks_URL</span> <span class="o">=</span> <span class="s">&quot;https://ccrma.stanford.edu/workshops/mir2014/KickCorpus.txt&quot;</span>
<span class="n">kick_file_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">audio_file_URL</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span> <span class="k">for</span> <span class="n">audio_file_URL</span> <span class="ow">in</span> <span class="n">urllib2</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">kicks_URL</span><span class="p">)]</span>
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<pre>[&apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_01_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_02_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_03_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_04_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_05_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_06_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_07_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_08_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_09_V01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/kicks/Bass_Drum_10_V01.WAV&apos;]</pre>
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<div class=" highlight hl-ipython3"><pre><span class="n">snares_URL</span> <span class="o">=</span> <span class="s">&quot;https://ccrma.stanford.edu/workshops/mir2014/SnareCorpus.txt&quot;</span>
<span class="n">snare_file_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">audio_file_URL</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span> <span class="k">for</span> <span class="n">audio_file_URL</span> <span class="ow">in</span> <span class="n">urllib2</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">snares_URL</span><span class="p">)]</span>
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<pre>[&apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_01_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_02_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_04_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_05_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_06_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_07_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_08_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_09_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_10_01.WAV&apos;,
 &apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/snare_mono.wav&apos;]</pre>
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<p>To access the filenames contained in the array, use the square brackets [ ] to get to the element that you want to access:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">snare_file_list</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<pre>&apos;https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/snares/SNARE_01_01.WAV&apos;</pre>
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<p>When we feature extract a sample collection, we need to sequentially access audio files, segment them (or not), and feature extract them.  Loading a lot of audio files into memory is not always a feasible or desirable operation, so you will create a loop which loads an audio file, feature extracts it, and closes  the audio file.  Note that the only information that we retain in memory are the features that are extracted.</p>
<p>Create a function that reads an audio file from a remote URL and outputs a feature vector.</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">zcr</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">ZeroCrossingRate</span><span class="p">()</span>
<span class="n">centroid</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">Centroid</span><span class="p">()</span>
<span class="n">spectrum</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">Spectrum</span><span class="p">()</span>
<span class="n">centralmoments</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">CentralMoments</span><span class="p">()</span>
<span class="n">distributionshape</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">DistributionShape</span><span class="p">()</span>
<span class="n">hamming_window</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">Windowing</span><span class="p">(</span><span class="nb">type</span><span class="o">=</span><span class="s">&#39;hamming&#39;</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">extract_features_from_audio</span><span class="p">(</span><span class="n">frame</span><span class="p">):</span>
    <span class="n">spectral_magnitude</span> <span class="o">=</span> <span class="n">spectrum</span><span class="p">(</span><span class="n">hamming_window</span><span class="p">(</span><span class="n">frame</span><span class="p">))</span>
    <span class="n">spectral_moments</span> <span class="o">=</span> <span class="n">distributionshape</span><span class="p">(</span><span class="n">centralmoments</span><span class="p">(</span><span class="n">spectral_magnitude</span><span class="p">))</span>
    <span class="n">feature_vector</span> <span class="o">=</span> <span class="p">[</span><span class="n">zcr</span><span class="p">(</span><span class="n">frame</span><span class="p">),</span> <span class="n">centroid</span><span class="p">(</span><span class="n">spectral_magnitude</span><span class="p">)]</span>
    <span class="n">feature_vector</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span> <span class="n">spectral_moments</span> <span class="p">)</span>
    <span class="k">return</span> <span class="n">feature_vector</span>

<span class="k">def</span> <span class="nf">extract_features</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">fs</span><span class="o">=</span><span class="mi">44100</span><span class="p">,</span> <span class="n">frame_sz</span><span class="o">=</span><span class="mf">0.200</span><span class="p">):</span>
    <span class="n">urllib</span><span class="o">.</span><span class="n">urlretrieve</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s">&#39;temp.wav&#39;</span><span class="p">)</span>
    <span class="k">try</span><span class="p">:</span>
        <span class="n">audio</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">MonoLoader</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="s">&#39;temp.wav&#39;</span><span class="p">,</span> <span class="n">sampleRate</span><span class="o">=</span><span class="n">fs</span><span class="p">)()</span> 
        <span class="n">frame</span> <span class="o">=</span> <span class="n">audio</span><span class="p">[:</span><span class="nb">int</span><span class="p">(</span><span class="n">frame_sz</span><span class="o">*</span><span class="n">fs</span><span class="p">)]</span>
        <span class="k">return</span> <span class="n">extract_features_from_audio</span><span class="p">(</span><span class="n">frame</span><span class="p">)</span>
    <span class="k">except</span> <span class="ne">RuntimeError</span><span class="p">:</span>
        <span class="nb">print</span> <span class="s">&#39;error:&#39;</span><span class="p">,</span> <span class="n">url</span>
        <span class="k">return</span> <span class="k">None</span>
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<p>Use this function to compute one feature vector for each of the training audio files:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">feature_table</span> <span class="o">=</span> <span class="n">array</span><span class="p">([</span><span class="n">extract_features</span><span class="p">(</span><span class="n">url</span><span class="p">)</span> <span class="k">for</span> <span class="n">url</span> <span class="ow">in</span> <span class="n">kick_file_list</span> <span class="o">+</span> <span class="n">snare_file_list</span><span class="p">])</span>
<span class="nb">print</span> <span class="n">feature_table</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">feature_table</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<pre>[ 0.00408163  0.01719355  0.00287186  0.55032426 -0.47705555]
[  1.62471652e-01   2.71532953e-01   4.44976576e-02   7.22230673e+00
   7.60733871e+01]
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<h2 id="Feature-Scaling">Feature Scaling<a class="anchor-link" href="#Feature-Scaling">&#182;</a></h2>
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<p>Since the features are different scales, we will want to normalize each feature vector to a common range - storing the scaling coefficients for later use.  Many techniques exist for scaling your features.  We'll use linear scaling, which forces the features into the range -1 to 1.</p>
<p>For this, we'll use a scikit.learn class called <a href="http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html">MinMaxScaler</a>.  MinMaxScaler fits and transforms, returning an array of scaled values, and retains coefficients which were used to scale each column into -1 to 1.</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">scaler</span> <span class="o">=</span> <span class="n">preprocessing</span><span class="o">.</span><span class="n">MinMaxScaler</span><span class="p">(</span><span class="n">feature_range</span><span class="o">=</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>
<span class="n">training_features</span> <span class="o">=</span> <span class="n">scaler</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">feature_table</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">training_features</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">training_features</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<pre>[-1. -1. -1. -1. -1.]
[ 1.  1.  1.  1.  1.]
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<p>Finally, create the associated labels for the training files, where 0 denotes a kick drum, and 1 denotes a snare drum:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">training_labels</span> <span class="o">=</span> <span class="n">concatenate</span><span class="p">([</span><span class="n">zeros</span><span class="p">(</span><span class="mi">10</span><span class="p">),</span> <span class="n">ones</span><span class="p">(</span><span class="mi">10</span><span class="p">)])</span>
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<p>Plot the training features:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">scatter</span><span class="p">(</span><span class="n">training_features</span><span class="p">[:</span><span class="mi">10</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span> <span class="n">training_features</span><span class="p">[:</span><span class="mi">10</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">)</span>
<span class="n">scatter</span><span class="p">(</span><span class="n">training_features</span><span class="p">[</span><span class="mi">10</span><span class="p">:,</span><span class="mi">0</span><span class="p">],</span> <span class="n">training_features</span><span class="p">[</span><span class="mi">10</span><span class="p">:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s">&#39;r&#39;</span><span class="p">)</span>
<span class="n">xlabel</span><span class="p">(</span><span class="s">&#39;Zero Crossing Rate&#39;</span><span class="p">)</span>
<span class="n">ylabel</span><span class="p">(</span><span class="s">&#39;Spectral Centroid&#39;</span><span class="p">)</span>
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<pre>&lt;matplotlib.text.Text at 0x117482e50&gt;</pre>
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<h2 id="Building-the-K-NN-Model">Building the K-NN Model<a class="anchor-link" href="#Building-the-K-NN-Model">&#182;</a></h2>
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<p>Build a k-NN model for the snare drums using scikit.learn's <a href="http://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html">KNeighborsClassifier</a> class.</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">model</span> <span class="o">=</span> <span class="n">KNeighborsClassifier</span><span class="p">(</span><span class="n">n_neighbors</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="c">#model = SVC()</span>
<span class="c">#model = LogisticRegression()</span>
<span class="c">#model = GaussianNB()</span>
<span class="c">#model = AdaBoostClassifier()</span>
<span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">training_features</span><span class="p">,</span> <span class="n">training_labels</span><span class="p">)</span>
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<pre>AdaBoostClassifier(algorithm=&apos;SAMME.R&apos;, base_estimator=None,
          learning_rate=1.0, n_estimators=50, random_state=None)</pre>
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<p>Try it out:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">training_features</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
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<pre>array([ 0.])</pre>
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<p>Evaluate the model on the training data:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">training_features</span><span class="p">,</span> <span class="n">training_labels</span><span class="p">)</span>
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<pre>1.0</pre>
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<h2 id="Testing">Testing<a class="anchor-link" href="#Testing">&#182;</a></h2>
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<p>Now, test the classifier with these test examples:</p>
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<li><a href="https://ccrma.stanford.edu/workshops/mir2014/TestKicksCorpus.txt">https://ccrma.stanford.edu/workshops/mir2014/TestKicksCorpus.txt</a></li>
<li><a href="https://ccrma.stanford.edu/workshops/mir2014/TestSnaresCorpus.txt">https://ccrma.stanford.edu/workshops/mir2014/TestSnaresCorpus.txt</a></li>
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<div class=" highlight hl-ipython3"><pre><span class="n">test_URL</span> <span class="o">=</span> <span class="s">&quot;https://ccrma.stanford.edu/workshops/mir2014/TestKicksCorpus.txt&quot;</span>
<span class="n">test_URL</span> <span class="o">=</span> <span class="s">&quot;https://ccrma.stanford.edu/workshops/mir2014/TestSnaresCorpus.txt&quot;</span>
<span class="n">test_file_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">audio_file_URL</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s">&#39;#&#39;</span><span class="p">,</span> <span class="s">&#39;%23&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span> <span class="k">for</span> <span class="n">audio_file_URL</span> <span class="ow">in</span> <span class="n">urllib2</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">test_URL</span><span class="p">)]</span>
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<div class=" highlight hl-ipython3"><pre><span class="n">test_features</span> <span class="o">=</span> <span class="p">[</span><span class="n">extract_features</span><span class="p">(</span><span class="n">url</span><span class="p">)</span> <span class="k">for</span> <span class="n">url</span> <span class="ow">in</span> <span class="n">test_file_list</span> <span class="k">if</span> <span class="n">extract_features</span><span class="p">(</span><span class="n">url</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="k">None</span><span class="p">]</span>
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<pre>error: https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/test%20snares/15%20Mid%20Rim.wav
error: https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/test%20snares/16%20Tone%20syn.wav
error: https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/test%20snares/17%20Tiny.wav
error: https://ccrma.stanford.edu/workshops/mir2014/audio/drum%20samples/test%20snares/18%20Shortest.wav
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<div class=" highlight hl-ipython3"><pre><span class="n">test_features</span> <span class="o">=</span> <span class="n">scaler</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">test_features</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">test_features</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">test_features</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<pre>[-0.4158912  -0.10375141 -0.46853682 -1.04463977 -0.99018434]
[ 1.1159628   1.48739906  1.60301345 -0.50959573 -0.77698699]
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<p>Evaluate:</p>

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<div class=" highlight hl-ipython3"><pre><span class="n">test_labels</span> <span class="o">=</span> <span class="n">ones</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">test_features</span><span class="p">))</span>
<span class="n">model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">test_features</span><span class="p">,</span> <span class="n">test_labels</span><span class="p">)</span>
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<pre>1.0</pre>
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<h1 id="Exercise:-Instrument-Classification-using-K-NN">Exercise: Instrument Classification using K-NN<a class="anchor-link" href="#Exercise:-Instrument-Classification-using-K-NN">&#182;</a></h1>
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<p>This exercise is loosely based upon "Lab 1" from previous MIR workshops (<a href="https://ccrma.stanford.edu/workshops/mir2010/Lab1_2010.pdf">2010</a>).</p>

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<h2 id="Goals">Goals<a class="anchor-link" href="#Goals">&#182;</a></h2>
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<li>Extract spectral features from an audio signal.</li>
<li>Train a K-Nearest Neighbor classifier.</li>
<li>Use the classifier to classify beats in a drum loop.</li>
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<h2 id="Step-1:-Retrieve-Audio,-Detect-Onsets,-and-Segment">Step 1: Retrieve Audio, Detect Onsets, and Segment<a class="anchor-link" href="#Step-1:-Retrieve-Audio,-Detect-Onsets,-and-Segment">&#182;</a></h2>
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<p><a href="feature_sonification.ipynb#Step-1:-Retrieve-Audio">Follow the same steps here.</a></p>
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<li>Download the file <code>simpleLoop.wav</code> onto your local machine.</li>
<li>Save the audio signal into an array.</li>
<li>Find the times, in seconds, when onsets occur in the audio signal.</li>
<li>Save into an array, <code>segments</code>, 100-ms segments beginning at each onset.</li>
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<div class=" highlight hl-ipython3"><pre><span class="kn">import</span> <span class="nn">urllib</span>
<span class="n">url</span> <span class="o">=</span> <span class="s">&#39;https://ccrma.stanford.edu/workshops/mir2014/audio/simpleLoop.wav&#39;</span>
<span class="c">#url = &#39;https://ccrma.stanford.edu/workshops/mir2014/audio/125BOUNC-mono.WAV&#39;</span>
<span class="n">urllib</span><span class="o">.</span><span class="n">urlretrieve</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s">&#39;test.wav&#39;</span><span class="p">)</span>
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<pre>(&apos;test.wav&apos;, &lt;httplib.HTTPMessage instance at 0x118e39200&gt;)</pre>
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<div class=" highlight hl-ipython3"><pre><span class="n">fs</span> <span class="o">=</span> <span class="mi">44100</span>
<span class="n">loader</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">MonoLoader</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="s">&#39;test.wav&#39;</span><span class="p">)</span>
<span class="n">audio</span> <span class="o">=</span> <span class="n">loader</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">Audio</span>
<span class="n">Audio</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">audio</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
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YERUxE7ES0RGxEGEfEQ0RCZEEkQ8Q+yD48Peg9aDykP/w7ZDrkOjw5aDhsO4w22DZMNgQ1+DX4Neg1sDVANHw3ZDJMMVww4DCoMKgwjDAcM2QuhC3MLXgtbC1sLSQsjCwAL7gryCvkK9QrrCtYKvQqkCogKaQpGCioKHwomCi0KKgoRCu4Jzwm6Cb0JxAm2CYUJKgm6CFQIDgjnB+AH4AfgB9YHxAe2B7MHtgfBB8sHzwfSB9kH1ge6B5MHfgeXB8sH9QcKCBgIOAhfCHsIfgiJCLMI9QgxCVQJcAmMCa8JywnrCRgKUAp+CpYKnQqkCr0K8gpGC50L3AvuC+oL+AstDHoMxwz/DCkNUA1zDYwNoQ2vDb0N2Q0NDlAOfQ59DloOOw4wDi0OJg4pDj4OaA6hDtkOBg8fDx8PHw8wD14PmQ/VD/8PDRANEBQQMBBhEIQQiBB9EI8QzhAmEWwRixGZEacRpxGPEWEROxE3EV4RmRHKEeoR+BEJEikSUxJ2EoQSjxKrEtES7RLfErUSgRJdElYSWhJMEhQSyhGLEWgRTBEmEfQQyhC8ELwQtRCgEH0QVxAtEAYQ+A8NECkQNxAtEBsQFBANEP8P6g/OD6cPiA92D2wPVw8+DzAPNA83D0IPWg9sD28PXg9JDzQPHw8ND/8O/w4GD/8O2Q6aDj4O3A2IDV4NbA2kDecNIg47Di0O/A3EDZYNjA25DREOaA6PDoQOXg4iDtINYg38DM4M8QxJDasN8Q0UDhgOAw7LDXMNEQ25DIwMjAyvDNwM9QzuDNUMrwx3DDQM8Qu9C6ELlguWC5YLgQtbCy0LAwvgCrMKfgpGChwK/AnZCa8Jewk7CfkIrAhUCAMIyAevB6wHtge9B7MHmgeCB3AHYgdiB3cHoQfPB+sH8gf5B/kH3QeXBzgH2QaTBnsGhQasBugGIAc8BycH8ga9Bp4GmgasBsQG6wYcB1QHeweJB3cHRgcHB8gGmgaFBoIGfgZtBkMGFQbrBcEFhQU4Be8EtwSNBFwEHATTA5QDcQNmA2YDagNfA0oDLgMSAwAD+QLyAtYCpQJ4Al8CYwJqAl8CNQIBAtMBugG6AboBmwFVAfoAmAAyANX/jP9p/2L/bP9z/17/Jv/L/mX+/P2M/Rj9s/xl/Dj8H/wD/NL7hfsf+7b6W/oK+r35Yvn5+Iz4Evh39772+fVH9bD0K/Sw80Dz0/Jj8vPxePH28GPwye9E797uiu4r7rvtQO3Q7HLsM+wJ7OLrputS6/Dqiuol6srpgOlW6UjpQeke6dHoZOjt54fnN+f05rXmb+Yi5srlcuUX5bXkSOTR41rj7eKS4kXi+OGg4SnhluDx30bflt7r3TvdmtwV3KHbONu92jjarNkx2cHYX9j214bXGdez1ljW8tV/1QvVotRD1OHTgtMk08XSY9L60ZTROdHv0LvQjdBc0BrQws9Zz+LOZ87zzYrNNs36zNTMrcx5zDPM3suHyxrLnMoXyrHJgMlvyVnJKMniyKDIZMgpyNvHeccCx4vGFMaZxQ3FbMTKw0nD9MK8wn3CKcK5wTvBtsApwJ2/G7+ovkm+8r2avTu92bxwvAO8l7sxu8+6cLoKuqi5VLkSueS4wbieuHu4TbgVuOG3rLeCt1u3PLcZt++2uraGtli2MbYVtv2167XPtaW1dLVDtR21BLUBtQS1D7UgtTy1X7WCtZu1rLWwtaW1orWztdq1B7Yqtkq2cbaltui2Lrdwt6m34bcVuEO4abiTuM+4HLlwucG5A7pDuoK6z7ocu1u7jLvBuwe8V7yovOe8HL1UvaG9/L1ivsu+Mb+Wv/W/ScCPwNLAJsGIwe7BUMKywhvDncMixKDEAsVTxZ3F7cVIxq7GIseux1PIBcm4yVnK38pWy9DLWczszIfNKM7NzmfP7M9g0NPQS9HQ0V/S9tKN0yfUyNRx1RXWpdYj143X/deF2CPZutlG2tbae9sm3MTcSd3E3ULe0t5s3wPgmuAt4cvheuIt49/jiOQp5cPlU+bY5mTn/uej6DrpxulZ6vTqletB7Onsiu0k7tTumO9j8BnxsPFA8tfye/Mn9NP0f/Ux9u/2sPdt+CP5y/lY+tb6VPvk+4j8P/31/aT+Qv/L/0cAyQBKAcwBWALyApcDNQTMBF8FAAaoBlQH8geJCBgJrwlJCuQKcwv8C4wMHw25DVMO8Q6PDzAQ1RB2ERQSshJWEwIUqhQ6FbUVGhZ2FtEWLxeVFwkYgBjpGE8ZtBkhGoca7BpdG9sbYBzeHFIdtx0WHm4exR4dH3gfyR8SIFUgkSDQIB0heyHhITkifyK+IgQjUSObI9ojEiRVJKkkCyV0JdolPCaTJugmNSd7J7Mn5yccKFgolyjgKDEpfinBKfkpLSpiKqEq4CoYK0YrbCudK9wrIyxzLNUsQi2rLQouYS7ALiIvcy+1L/EvNzCEMNUwFzFTMY8x0TEUMkwyejKrMt8yGzNPM28zeTN9M4szoDO5M9UzAjQ+NIQ0yjQGNUE1fTWxNds19zUaNkw2gDauNtg2BTc2N2s3oDfUNxA4RDh5OK044jgTOUE5dTmtOeI5CDohOjo6WTqHOrg65ToTO0A7bjuYO8I77DsdPE48gzyxPNQ87DwBPRY9Mj1VPW49fD1/PYo9mz20PcU9vj2mPY09cT1VPS89BT3iPL88nzx4PFI8KzwPPPM71DutO447eTtkO0Q7EzveOrE6lTqAOms6QToMOsk5gDksOc04Zzj+N443Hje8Nmg2Fza/NWg1GzXbNJw0SDTtM5UzTDMNM8cydjIiMs4xdjEXMbIwRTDSL14v8S6WLj4u4C1wLfgseiz8K34r/Cp6KvUpbSngKFgozydRJ90mbSYEJpMlKiXBJGMkBySzI2ojGSPFImoiCyKsIUAhySBRIOwfkR8nH6keKB6wHUsd6Rx8HBMctBtgGxYb1BqVGk8a+hmYGTMZ1Bh1GB4YxhdyFyEX1BaAFigWxhVdFe0UchT4E5ITPhPtEpYSMBLDEWERAhGkEEIQ4w+LDz4P+A62Dm8OIg7cDZoNWw0bDdIMiAw/DPELqAtbCxELxAp3CioK3QmQCUYJBwnWCKwIhQhbCDgIHAgKCPwH5AfIB6UHfgdUBycH9gbBBpAGaQZDBhwG8gXIBZsFcAVGBRwF8gTBBJcEdAROBBwE3QOUA0MD8gKeAkoC7wGQATUB6ACmAGoAOQAIANX/lv9N//z+qP5e/hz+5/25/ZP9af07/Q795/zS/L38ofxw/DT8A/zZ+6/7e/s7+/X6r/pw+jH66/me+Vj5Gfnh+Kz4d/hG+BL43fep92n3Lvf29sz2qfaC9lH2Dva69Vz1AfWz9Gr0HfTM83jzJ/Ph8qLyY/Id8tPxivFE8QHxvvB/8EvwFvDp777vke9g7yvv8O6m7lnuBe677XztS+0a7eXssex57EHsBezC64DrQev76q3qYOoT6sbpeeks6eLonOhW6AXoqudT5//mseZh5hTmyuV95Snl0eR25Cnk5uOy44TjU+MU47ziWuL44aThU+EK4cTgduAt4OffpN9b3xHfvd5s3hjeud1e3Qrdvdx33Crc1tt72x/byNp02ifa3dmM2TjZ4diQ2E3YEtjT14nXONfy1rfWidZV1hnW1tWX1WbVQNUn1QvV69TB1JvUdNRV1DzUJ9QZ1AvU89PX07fTotOX05TTkNOQ05DTl9Oi07DTvtPX0+zT/dMS1CvUQ9RR1FjUWNRc1F/UY9Rt1HvUlNSw1MzU5NQB1R3VPNVc1X/VpdXM1ejV/dUZ1kDWcdal1tPWBNc413DXsNfy1zjYd9iz2O/YKtlt2bbZ/Nk82nDaodrW2g7bO9ti24Lbmtuz28vb5Nv52xjcO9xs3Kjc7tw73YHdvd3n3Q7eON5l3pPewN7u3hvfSd9w35rfx9/83zTgbOCo4ODgGOFX4Znh4+Et4m/ip+Lc4hTjUOOE467j3+MX5F7koOTY5A3lT+Wg5fHlOuZ95sPmFOdh56Pn3+cT6Ezoi+jK6AnpS+mH6cbpBepE6ofqxur+6jrrfOvN6x7sbuy/7AztXe2t7QXuVe6Y7tTuD+9Z76bv7O8r8GPwn/Dh8CjxcfG38fPxK/Jn8q3y9vI883/zxfMS9Gr0xfQd9XH1wfUH9k72jfbF9vn2Nfd798X3Evhi+Lb4Dvlm+br5B/pR+pP60voR+1D7k/vW+xz8afy2/Ar9W/2k/e79Mf5s/qH+0v74/hj/OP9b/4z/wP/1/ysAXwCNALcA2gD9ACQBVQGJAb4B8wErAnQCwQIPA0cDcQOUA7oD6AMVBEMEZgSNBLAE1gT9BCMFSgV0BakF3QUHBicGPAZRBnAGkAaoBroGywbZBuQG6wboBugG6AboBusG8gYABw4HGQcnBzEHPAdGB1EHXwdtB3cHdwd0B3sHhQeXB6EHrAe9B9IH5wf5BwAIBwgOCBwIMQhNCGkIggiQCJcIngilCKwIugjSCPUIHAk/CV4JdwmMCZ4JrwnECdkJ8gkKCiYKSQppCoEKkwqhCrYKywrZCucK+QoRCyYLPwtbC3MLiAudC7kL4wsRDDsMXgyBDKgMywznDAYNJg1JDWwNkw3ADfENGw5CDmEOfQ6aDq8Oxw7jDgMPKQ9MD2wPiw+rD8oP7g8NEC0QUBB6EKsQ3BAGES0RTBFvEYsRoBGyEcMR2BH0ERcSQRJlEoQSnRKyEscS3BLtEvQS+BL7Eg0TJRM6E0wTUxNdE3ITkhO8E98T/xMeFD4UZBSAFI4UlRSZFKcUuBTGFNEU1BTfFPQUDRUeFSkVMxU+FU8VZBVvFXYVdhVyFXIVbxVrFWsVaxVoFVoVRRUzFSkVJRUpFSkVLBUsFSwVKRUlFRcVDRUGFQ0VGxUiFSUVGxUNFf8U6RTYFMYUvBSuFJwUjhSLFIcUfRRvFGEUWhRWFFMUTBRFFD4UNxQsFB4UCRTtE8oToxN9E1oTMBMJE+MSwxKgEnYSRRINEtERkhFQEQkRwxCEEEwQFBDZD5kPWg8YD9wOpA5oDi0O6g2rDXMNPg0KDdUMpAx3DFAMMQwVDPwL4wvEC6ELfgtbC0ILKgsVC/wK5ArWCssKvQqkCoEKXgpNCkIKOAomChUKAwr5Ce4J4AnLCbMJlwl0CVAJKgkDCdYInghfCB8I4AeeB1QHAAeoBlEGCwbTBZsFYgUjBegEsAR0BDgEAATFA40DVQMdA+gCqQJjAhYC0AGUAV8BMgELAegAuwCKAFEAGQDc/53/Zf80/wb/4P7A/qT+jP5w/kn+HP7y/cT9nf16/Vf9OP0c/QP97vzW/MH8qPyT/Hr8YvxJ/C38Dvzy++D71vvP+8H7qPuJ+2n7VPtG+zv7Mfsj+xX7A/vr+s/6r/qQ+nf6X/pG+ir6Dvr1+db5tvmT+XD5Tfkq+Qf56/jW+MT4s/ie+Iz4fvh0+Gn4X/hU+E34RvhD+E34VPhU+E34Q/hG+FT4Yvht+G34ZvhY+EP4Mfgc+AD44ffB96X3jfdw91T3OPcg9wf38vbh9s/2t/ai9pf2kPaJ9ob2gvaG9ob2gvZ09lz2QPYg9v315PXP9cH1s/We9Y31ePVf9UP1J/US9QT1+vTv9OT02vTT9Mz0xfS+9LP0rPSp9KX0pfSi9Jf0ifR49Gb0WPRO9Ef0R/RH9Ef0Q/RH9FX0ZvR09Hv0e/R79Hj0dPRx9HH0dPR49HH0Y/RK9Cv0C/To88XzpfON83HzTvMr8w/z/fLs8tfyvvKp8pjyivJ48mryX/Jc8lzyXPJY8lHyQPIu8iTyJPIg8hbyCPL28ejx1/HC8a3xlPF48VzxRPEv8R3xCPHv8NfwvvCp8JvwlPCR8Irwf/B18HHwcfB48IPwivCK8IrwivCN8JHwjfCG8HzwdfBx8HHwbvBj8FzwXPBg8GfwbvBx8HHwcfB48H/whvCK8Irwg/B88HXwcfBx8HHwdfB48H/whvCN8I3whvB/8HjwbvBZ8D3wJPAP8P7v8O/l797v1+/M77Tvm++K73/veO9173Hvbu9n72PvZ+9q73HveO9873/vg++N75jvpu+w77fvxe/X7+zvAfAT8CTwNvBH8FnwZ/Bx8HjwePB88IbwlPCm8Lvw0PDe8OXw7/D28AHxCPEP8RnxMvFO8Wrxg/GY8bTx0/Hv8QjyEvIZ8iDyK/JA8lHyXPJj8m7yg/Kf8r7y2vLz8g/zNfNf84nzqfPF897z+vMZ9DX0SvRc9HT0lPSw9MX01vTh9Ov0+vQL9R31LvU89Uf1TvVY9WP1bfWC9Z71vvXa9fL1BPYj9kr2dPaX9rD2vvbP9uj2B/cj9z/3WPd395f3s/fM9+T3BPgj+Eb4afiJ+KH4uvjW+Pb4Gfk8+WL5ifmv+dn5APoj+kr6dPqe+sH63foA+yb7UPt7+6X7z/sA/C38W/x6/Jr8uvzk/BH9O/1i/Yz9uf3n/Q7+Lf5J/mX+gf6d/r3+4P4D/yb/Sf9s/4//sv/c/wsAPABmAIoAqQDTAP0ALgFYAYIBrAHMAewBDwIuAlUCewKpAt0CEgNAA2MDggOeA7cD0wPvAwsEIAQ4BFUEdASUBLcE1gT5BBwFRgVtBYwFqQW+BdoF9gUVBjEGRgZbBnAGkAavBtIG9gYZBzwHXweCB6UHyAfrBxEIOAhYCHQImgjECPUIIwlQCXsJngnBCeAJAAojCkIKYgqFCq8K2QoDCyoLSQteC3MLjAuoC8sL6gsKDDEMVwx+DKEMxAznDAYNIg0+DVcNcA2IDZ0Nsg3LDeMNBg4tDlMOdg6TDqsOxA7cDvUODQ8pD0kPaA+BD5YPpw+5D8oP3A/uD/wPBhAREBgQIhApEDAQNxA7EEUQVxBzEI8QrhDKEOoQBhEiETsRUxFsEYsRpBG8Ec4R3xHxEfsRAhIJEhsSNxJPEmESdhKIEp0SrhK5EsMS0RLmEvsSCRMUEyITMBNFE1MTXRNoE3ITeRN9E30TeRNyE3ITdhN9E4AThBOEE4sTmROrE8ATzhPcE+0T/xMUFCwURRRkFIQUpxTKFOkUBhUXFSkVNxVFFVYVaBV9FZIVqhXGFeIV/hUTFiwWRRZdFm8WfRaHFpIWnBanFq4WsRa8FsYW1BbfFuYW6RbpFukW4hbbFtgW1BbRFs0WxhbDFrwWuBauFqcWmRaHFnYWYRZFFiwWEBb3FeIVxhWnFYAVVhUsFQIV2BSuFIcUXRQzFAIU0ROcE28TPhMJE9USnRJlEiwS9BG8EYgRVxEmEfEQtRBzEC0Q7g+1D4EPSQ8RD9wOqA52DkkOIg78DdUNqA13DUINFA3uDMcMoQx3DE0MKgwODPUL2QuyC4gLYgs/Cx8LAAvZCrMKjwppCkIKFQrgCawJcAk4CQMJzwieCGkIMQj8B8QHjAdNBw4HywaMBlEGGQbkBbMFfgVNBSAF8gTIBJsEbQQ/BA4E1gOeA2oDQAMZA/YCzwKlAn8CVQIuAgsC7AHQAbABlAF4AVgBPAEZAfYA0wC0AJgAfABjAEcAKwAPAPX/2f+9/5r/d/9U/zT/GP///ur+1f7A/qj+jP5p/kL+HP71/dL9q/2I/Wn9UP0//S39HP0H/e781vy9/Kj8j/x3/GL8Sfw0/B/8Dvz8++774PvL+7b7pfua+5D7fvti+0L7Kvsc+xj7FfsO+wD77vrW+rb6k/pw+lH6OPoq+hz6Dvr5+ev52fnP+b35pfmJ+XD5WPk4+Rz5/fjk+Mz4r/iT+G34Rvgg+Pn32ve69573e/dU9y73C/fk9sX2qfaQ9nj2WPY49iD2C/b29d31vvWl9Y31e/Vq9VH1NfUW9fb00/Sw9JD0ePRj9Er0LvQP9O/z0POw85Tze/Nm81zzWPNV80rzQPMu8xnzBPPs8tDyt/Ki8o3yePJj8kPyIPL68dPxsPGR8XHxVfE98SjxEvEB8ezw0/C38Jvwf/Bg8EDwJPAM8Prv7O/b78Lvpu+N73jvY+9H7yTvAe/l7s3utO6c7nzuYO5E7i/uFu7+7eXt0O277Z/tgO1W7Sjt+uzQ7KbsgOxZ7DbsGuwC7OXrwuuj64rreetk60vrLOsM6+3q0eq46p/qh+py6l3qT+pB6jPqJeoX6gnq/un36fTp9+n36ffp9+n36fvpAuoJ6gnqBer+6fvp9Ont6eLp3+nb6dvp1OnN6cbpw+nG6cbpv+m46a7poOmS6Yfpfel26XLpculy6W/pZ+lk6WDpZOlk6WTpZ+lr6W/pcul56X3pgOmE6YDphOmH6Y7plemc6aPpqum86dTp6ekC6h7qOupS6mTqdeqD6pjqserN6u3qDOsv60/rbuuK66Prv+vX6+zrBewh7EHsYOyH7K3s0Ozw7AztKO1L7W7tke277eXtDO4y7lXueO6c7rju2+4B7y/vYO+N77vv4u8I8C/wTvBq8H/wm/C38N7wCPEv8Vnxg/Gt8drxCPI18mPymPLM8v3yLvNc843zvvPo8wv0K/RK9Hj0pfTT9P30J/VR9Xv1ovXI9e/1DvYx9lX2e/al9s/2APcx91/3hvew9933C/g8+HD4pfjW+AT5LvlR+XD5k/m2+d35A/on+kb6afqQ+rP62fr8+iP7Tftw+4z7pfu9+9b77vsO/Cr8Rvxp/JP8wfzu/BH9Mf1N/XD9k/25/dz9/P0V/jH+VP53/pr+vf7c/vj+GP8x/0b/VP9i/3D/gf+d/7n/1f/x/wsAJAA5AEcATgBRAFgAYwBxAH8AigCRAJgAogCpALQAvgDFAMwAzADQANoA5QDoAOgA7AD6AAgBFgEgASsBNQFAAUoBWAFfAWYBZgFtAXQBewGCAZABngGwAcIB0AHeAe8B+gH9Af0B+gH2AfoBBAIPAhYCGQIZAh0CJAIrAjUCPAJHAlUCZgJ0AoICjQKbAqwCvgLIAs8C0wLdAusC+QIEAw8DGQMkAzIDRwNYA2MDagNtA3QDfwOCA4IDggOGA5ADngOsA74DyAPWA+ED7wMABBIEIwQ1BEYEWARqBHgEhgSUBKIEqQSwBLMEugTFBM8E1gThBOsE+QQEBQ4FFQUcBSMFLgU/BVEFYgVwBXcFggWJBZAFkwWTBZcFmwWiBawFtwXFBc8F2gXkBfIFBwYgBjUGRgZRBl8GaQZ0Bn4GiQaTBqUGtgbLBuQGAAccBzgHVAd0B5AHqAe9B88H4AfyBwMIFQgnCDgIUQhpCIIIkwihCK8IvQjLCNkI5wjyCAMJEQkmCT8JVwlwCYkJngmzCcEJzwndCfIJAwoVCiYKNAo/CkkKVApeCmUKZQpeClsKVwpQCk0KSQpNCk0KUApUClQKUApJCkIKOwo0CjEKLQotCjEKMQoxCi0KJgojCh8KIwoqCi0KLQotCi0KNAo/CkIKPwo7CjQKMQotCiMKFQoKCgAKAAoDCgoKCgoDCvwJ9QnyCe4J5wngCdIJyAnBCbYJrwmlCZcJggltCVQJQgk0CSoJHwkVCQMJ9QjrCN0I0gjICLoIrAiXCIIIaQhRCDwIKggcCA4IAAjyB+QH2QfLB7oHrAehB5oHkweJB34HcAdmB1gHSgc4ByMHEgcAB+8G3QbLBroGqAaTBn4GZgZNBjgGJwYVBv0F6AXPBb4FrAWeBYUFaQVGBS4FHAUVBQ4FBwX9BPYE8gTrBOEE0wTBBLMEogSQBIIEbQRYBEMELgQcBAsE+QPrA9oDzAO3A6IDkAN/A2oDWANKA0MDOQMuAx0DCAPvAtoCyAK3AqUClAKCAnECXwJKAjICHQIIAvYB5QHaAcwBxQHCAcUByQHCAbMBpQGUAYIBcQFmAVgBTgFAATIBJwEdARYBDwEIAQEB+gDvAOwA6ADlAOUA4QDhAN4A2gDTAMwAvgC0AKkAnwCRAH8AbQBjAFgATgBDADkANQAyACsAJwAgABkAEgAIAAEA/P/1/+r/4P/V/87/x//E/8D/wP/E/8D/wP/A/73/uf+v/6j/nf+P/4H/c/9l/1T/Rv84/yn/H/8R/wP/7v7Z/sf+uf6y/qj+nf6M/nf+Zf5Q/jv+I/4O/vn95/3O/bn9nf2I/XP9Yv1U/Ub9OP0m/RX9B/31/OD8yPys/JP8fvxw/Gn8XvxQ/D/8Mfwf/A78/Pvr+9b7wfus+5f7gvtm+037O/sm+xH7+frg+sv6vfqs+pf6e/pb+jz6I/oO+vz57vng+dL5y/nE+cH5tvms+aH5l/mM+X75bfli+Vv5UflD+TX5I/kV+QT59vjo+N340/jI+MH4uvi2+LP4rPie+Iz4fvhw+Gb4WPhK+Dj4I/gS+AD47/fd98/3wfez96X3l/eG93T3YvdR90P3Nfcn9xX3/fbo9sz2s/ae9pD2gvZ09mb2WPZD9jH2IPYO9v317/Xh9c/1wfWz9an1ovWe9Zf1ifV79Wr1XPVO9UD1LvUg9Rb1D/UE9f308/Tv9O/07/Tv9O/06PTh9Nb0zPTF9MH0wfTB9MX0yPTI9Mz0z/TP9M/0zPTF9L70t/Sw9Kn0pfSl9KL0nvSX9JD0hvR/9Hj0ePR79H/0gvR/9Hv0cfRt9G30bfRt9G30cfR09HT0dPR09HH0avRm9GP0Y/Rj9F/0X/Rc9Fz0X/Rj9Gr0bfRx9HH0bfRq9Gr0cfR49H/0gvR79Hj0ePR79IL0ifSX9KX0t/TF9M/03fTo9Pb0/fQI9Qv1D/US9Rn1JPUy9UP1WPVt9X/1lPWp9b711vXr9QD2FfYu9kP2XPZ09on2ova+9tb28vYO9yr3Q/db93T3ifeb96z3uvfM99339vcL+Cf4P/hY+HD4hfiX+Kz4vfjW+O/4C/kn+Ub5Yvl7+ZP5pfm6+dL58vkV+jX6VPpt+oX6nvq2+sv64Pr1+gr7H/s0+037ZvuC+6H7vfvZ+/X7Dvwq/Eb8afyT/Lr82fz5/BX9NP1X/Xf9lv2y/c796/0K/i3+UP5z/pP+r/7H/tz+9f4N/yb/P/9U/2z/hf+d/7n/0v/u/wgAIAA5AEoAXwB0AIYAmACmALsA0wDzAAsBJAE5AU4BXwFtAX8BlAGpAb4B0wHlAfYBBAISAiQCNQJKAlgCZgJxAn8ClAKpAr4C1gLrAgADFgMrAzwDTgNYA18DYwNqA3EDeAN7A3gDeAN4A3sDhgONA5QDngOpA7MDugPBA8UDyAPPA9YD3QPoA/ID/QMEBAcECwQSBBkEIwQqBDEENQQ4BDUENQQ1BDUEOAQ/BEMESgRRBFwEZgRtBHsEiQSXBKkEvgTPBOQE/QQSBSoFPwVRBWIFaQVwBXcFhQWTBaUFtwXIBdoF6wX5BQQGDgYZBiMGMQZDBlgGbQaFBp4GugbWBu8GAAcSBxwHKgc8B00HXwdtB34HkAehB7YHxAfSB90H6wf8BwoIGAgjCCoINQg8CEYISghRCFQIWwhmCHQIhQiaCK8IwQjSCN0I5wjyCPUI9Qj1CPUI+Qj5CPkI+Qj5CPwIAAkHCQ4JEQkVCRgJHAkmCS0JOAlCCUYJQgk7CTQJMQktCSoJJgkfCRwJFQkOCQcJAwn8CPUI7gjrCOAI1gjECLMIpQieCJoImgiaCJoImgiXCJMIjAiCCHcIbQhiCFQITQhKCEoIRghDCDwIMQgjCBEIAAjrB90H0gfEB7YHpQeTB34HZgdRBz8HMQcnByAHEgcHB/kG6wbdBs8GwQavBpoGjAaCBncGaQZbBk0GQwY8BjUGLgYjBhkGCwb9Be8F4QXPBcEFswWlBZsFkAWFBXsFbQVYBT8FIwULBf0E9gTvBOQE2gTMBMEEtwSpBJsEjQR/BHQEbQRmBGMEXARRBEMEMQQcBAsE9gPrA+QD4QPhA90D0wPBA7MDpQObA5QDjQN/A3QDagNmA18DWANOA0MDPAM1AysDJAMZAw8DBAP5AvIC6wLkAt0C2gLWAtMCzALBArMCqQKXAokCeAJqAlwCUQJHAjwCKwIZAgEC6AHTAcUBtwGpAZ4BlAGJAXgBZgFRATwBJwESAQEB7wDhANAAuwCpAJgAhgB0AF8ATgA8ACsAGQAIAPj/7v/j/9n/zv/E/73/sv+o/53/jP96/2X/VP8//yb/FP8D//j+7v7c/s7+vf6v/qH+k/6I/n7+cP5l/lv+Tf4//jH+I/4V/gf+9f3n/dz90v3L/cD9tv2r/Z39k/2I/YH9c/1l/Vf9Sf0//TT9Lf0m/R/9Ef0D/fn86/zg/NL8yPy9/Lb8rPyl/Jb8hfxz/GL8VPxJ/Dj8JvwV/AP88vvk+9n7y/u9+6/7ofuT+4X7dPtm+1D7P/sq+xj7B/v1+uT61vrE+rb6pfqX+oz6gvp7+nf6cPpp+mL6WPpN+kP6Nfog+hL6A/r5+fL55/nd+c/5wfmv+aH5jPl7+Wb5VPlG+Tz5Lvkj+Rz5GfkV+RL5EvkO+Qv5B/kE+QT5BPkE+QT5B/kH+QT5/fjy+Ov46Pjk+OH43fjd+OH45Pjk+Oj45Pjk+OT45Pjo+O/48vj2+Pn4+fj5+Pn49vjy+O/47/jr+Ov46/jo+OT44fja+M/4yPjE+MH4uviz+Kz4ofiX+Iz4ifiC+H74e/h3+Hf4dPhw+Gb4W/hU+E34Q/g1+Cr4IPgZ+BX4EvgL+P337/fh99P3zPfI98j3wfe+97f3sPes96X3nveU9433gvd393D3afdf91j3TfdD9zj3Mfcq9yP3HPcZ9xX3EvcH9wD39vbr9uH22vbP9sj2vva39rP2sPas9qz2sPa39rr2vvbB9sH2xfbF9sH2vva69rr2vva+9rr2t/az9rP2sPas9qz2qfap9qn2qfas9qz2sPaz9rf2t/a39rD2rPal9qL2ovai9qX2qfap9qn2pfai9p72l/aX9pT2l/ab9p72nvai9qX2qfaz9rr2vvbB9sX2yPbP9tP22vbh9uv29vYA9wv3Evcc9yf3Mfc890b3Ufdb92b3cPd794n3lPei96z3t/fB98/33ffr9/33C/gZ+CP4Lvgx+Dj4P/hG+E34WPhi+HD4fviM+Jr4qPiz+L34yPjT+OH46/j5+AT5Evkg+S75P/lR+Wb5e/mM+Z75rPm9+c/55Pn5+Qr6HPou+jz6Tfpf+nT6hfqT+qX6tvrP+uv6B/sf+zv7UPti+3T7gvuT+6j7uvvP++D77vsD/BX8Jvw4/Eb8VPxi/HP8hfya/Kz8vfzL/N387vwA/Q79HP0q/Tv9Sf1b/Wz9fv2P/aT9uf3L/dn96/0A/hX+Kv44/kL+Tf5X/mX+cP56/oj+k/6h/q/+tv7A/sv+1f7j/vX+Bv8U/yL/Mf87/0b/Tf9U/1f/Xv9i/2X/Zf9l/2n/bP9p/2L/W/9U/1D/Tf9N/03/UP9U/1v/Yv9l/2z/cP93/37/gf+F/4j/jP+T/5b/mv+h/6T/pP+k/6T/pP+o/6//tv+9/8D/x//S/9n/4//q//H/9f/4//z///8EAA8AGQAkACsAMgA5AEMASgBVAFwAZgBtAHQAfACGAJEAmwCiAKkArQCwALQAuwDCAMkA0wDeAOgA7wD2AP0ABAELARIBGQEgAScBMgE8AUMBTgFVAVwBagF0AX8BhgGQAZsBpQG3AcUB1wHlAfMBAQIPAh0CKwI5AkcCWAJmAngChgKUAqICswLFAtYC6AL5AgsDGQMnAzUDQwNRA18DZgNxA3gDfwOGA4kDjQOUA5sDpQOwA7oDxQPPA9YD3QPdA+ED4QPhA+gD6wPyA/kD/QMEBAcECwQSBBUEGQQcBBwEIAQcBBwEIAQjBCoELgQxBDUEPARDBEoETgRRBFgEXARjBG0EeAR7BH8EggSGBI0ElASbBJ4EogSiBKIEogSeBJ4EogSiBKUEpQSlBKkEqQSsBKwErASpBKIEngSXBJQEjQSGBIIEhgSJBI0EjQSNBI0EjQSQBJAEjQSJBIYEggSCBH8EewR4BHQEcQRtBGoEYwRYBFEETgRGBEMEPwQ4BDEEKgQnBCAEGQQSBAsEBAT9A/kD9gPyA/ID7wPrA+gD5APhA9YDzwPFA7oDswOsA6UDngOXA5QDjQOGA3sDcQNmA18DWANOA0MDNQMrAyQDHQMSAwsDBAMAA/0C/QIAAwAD/QL2Au8C5ALdAtYCzwLIAr4CswKpAqICmwKUAo0ChgJ/AngCdAJtAmYCXAJVAkoCQAI5AjICKwIrAicCJwInAicCJwInAiQCIAIdAh0CHQIdAh0CHQIdAh0CIAIgAiACIAIkAiQCIAIdAhYCEgIPAgsCCAIEAv0B+gHzAe8B6AHhAdoB0wHQAckBwgG6AbMBsAGsAaUBngGXAZcBlwGUAZABiQGCAXsBdAFqAWYBXwFYAVUBTgFOAUcBQwFAATkBNQEuAS4BLgErASQBIAEdAR0BFgEPAQgBAQH6AO8A6ADeANcA0ADJAMIAtwCwAK0AqQCmAJ8AlACRAIoAhgB/AHgAcQBqAGMAXABRAEMANQAuACcAIAAdABkAFgAWABIADwAIAAEA/P/1/+r/4P/S/8T/tv+o/53/j/+B/3D/Xv9J/zv/Lf8f/xH/Bv/8/vH+4/7S/sD+r/6a/oj+ev5s/l7+UP4//jH+Jv4f/hz+Ff4O/gP+/P3y/ev94/3Z/dL9zv3H/cT9vf22/av9of2a/ZP9j/2I/YH9ev1w/Wn9Yv1X/VD9Sf0//TH9I/0V/QP99fzk/Nb8y/zB/LP8rPyh/Jb8iPx+/HP8afxb/FD8Rvw//Dv8OPw0/C38Kvwj/Bz8GPwV/BH8DvwK/Ar8CvwO/A78CvwK/A78Ffwc/Cb8Mfw4/D/8QvxG/Eb8RvxG/EL8P/w7/Dj8OPw4/D/8QvxC/EL8P/w7/DT8Mfwx/C38Lfwq/Cb8I/wf/B/8HPwV/A78B/z8+/L75/vd+9L7yPvB+737uvu2+7P7rPul+5r7k/uJ+377d/tt+2L7VPtG+zv7Mfsq+yP7HPsY+xH7DvsK+wf7A/sA+/z69fru+uf63frW+tL6z/rL+sj6xPrB+r36uvq2+rP6r/qs+qz6qPqh+qH6ofqh+qH6ofqe+pr6mvqX+pP6kPqM+on6ifqJ+oX6hfqF+oX6hfqF+on6ifqM+pD6kPqT+pP6l/qX+pP6kPqJ+oX6gvp++oL6hfqJ+oz6jPqM+pD6kPqT+pP6k/qT+pf6mvqa+pf6l/qT+pP6k/qT+pf6l/qX+pP6k/qT+pP6kPqQ+pP6k/qX+pr6mvqe+pr6mvqa+p76ofql+qj6qPqs+qz6rPqs+qz6rPqv+rP6tvq6+sH6xPrL+s/60vrW+tn62frZ+tb61vrS+tb62frg+uf66/ry+vn6APsD+wr7DvsR+xX7FfsV+xH7EfsO+wr7CvsO+xH7GPsf+yb7Lfs0+zj7OPs7+0L7RvtG+0n7SftN+037TftQ+1D7VPtX+1/7Yvtp+237dPt3+3f7e/t7+3v7d/t3+3f7dPt3+3v7fvuC+4n7kPuX+577oful+6j7rPuz+7b7uvu9+8T7yPvL+8/71vvd++D75/vr++777vvy+/X7+fsA/AP8B/wO/Bj8H/wm/DH8OPxC/E38V/xi/Gz8evyI/Jb8pfyv/Lr8wfzL/NL82fzg/Ov89fwA/Qf9Ff0m/Tv9Tf1b/Wn9d/2B/Yj9k/2d/av9uf3H/dX94/31/QD+Cv4V/h/+Lf47/kb+VP5e/mz+d/6B/o/+mv6k/qv+sv62/sD+x/7S/tz+5/7x/vz+//4D/wb/Df8R/xj/H/8i/yn/Mf87/0L/Sf9Q/1T/W/9e/2L/Zf9s/3P/fv+F/4j/jP+P/5r/qP+2/8f/0v/g/+r/+P///wgAFgAgACsAMgA5AEAASgBRAFgAYwBqAHQAfwCKAJQAnwCmAK0AtAC+AMkA0wDeAOgA7wD2AAEBCAEWASABKwE1ATwBRwFOAVUBXAFjAWoBbQFxAXQBewGCAY0BlAGbAaIBqQGsAbABsAG3AboBvgG+Ab4BwgG+Ab4BwgHJAdAB1wHeAeUB6AHsAe8B8wH2AfoB/QEBAggCCwIPAhICFgIZAiACJAIrAi4CMgI1AjkCPAJAAkMCRwJKAk4CTgJOAk4CTgJRAlECUQJRAlECVQJVAlgCWAJcAlwCXwJfAl8CXAJcAlwCXAJcAlwCWAJVAlUCWAJfAmMCZgJmAmYCZgJqAm0CcQJxAm0CbQJtAm0CbQJtAnECcQJ0AngCewJ/AnsCeAJ0AnQCdAJ0AnQCdAJ0AnQCeAJ4AnsCggKGAoYChgKGAoYChgKGAoYChgKJApAClwKbAqICpQKlAqkCqQKpAqkCqQKpAqwCsAKzArMCswK3AroCvgK+AroCugK6AroCvgK+AsECxQLMAs8C0wLTAtMC0wLPAs8CzALIAsUCwQLBAsECvgK+Ar4CvgK+Ar4CwQLBAsECwQLBAr4CugK6ArcCtwKzArMCsAKzArMCtwKzArMCsAKsAqkCpQKiAqICogKiAp4CogKlAqkCrAKwArMCswKzArACsAKsAqkCpQKiApsClwKQAokCggJ7AngCcQJtAmYCXAJVAlECSgJHAkACPAI1AjICKwIkAh0CFgILAgQC+gHvAegB3gHTAcUBugGsAZ4BlAGJAX8BcQFmAVwBUQFHAUABNQErASABGQESAQsBBAH9APYA7wDoAOUA3gDaANcA0wDQAMwAxQDCAL4AuwC3ALAApgCfAJQAjQCGAH8AfAB0AHEAcQBtAGoAYwBfAFwAWABYAFUAVQBRAE4ATgBOAE4ASgBHAEMAQABAADkANQAyACsAJwAkACAAHQAZABYAEgALAAsACwALAA8AEgASABIAEgASABIADwALAAgAAQD8//X/7v/q/+P/2f/S/8v/wP+5/6//pP+d/5P/jP+F/37/ev93/3D/af9l/17/VP9N/0b/P/87/zH/Kf8b/xH/Bv///vj+8f7q/uP+3P7S/sv+wP69/rb+r/6o/qH+mv6T/oj+fv5w/mX+VP5G/jj+Kv4c/g7+A/71/ef93P3V/c79xP25/av9of2W/Y/9hf1+/XP9af1e/VT9Sf0//TT9Jv0c/Q79A/31/Of83fzS/Mj8wfy9/Lr8uvy2/LP8r/yo/KX8nfya/JP8j/yI/IH8evxz/HD8bPxp/GX8Yvxb/FT8TfxJ/EL8QvxC/D/8O/w0/DH8Lfwt/Cr8Jvwf/Bz8GPwV/BH8DvwK/Af8A/wD/AP8APz8+/n7+fv5+/X77vvn++D72fvS+8j7xPu9+7r7tvuz+7P7s/uz+6/7rPus+6z7rPuo+6j7pful+6X7qPul+6X7ofuh+6H7ofuh+6H7ofuh+6X7rPus+6/7s/uz+7b7tvu2+7b7tvu2+7b7tvuz+6/7r/uv+6/7r/uv+6/7r/uv+6z7qPuh+5r7l/uQ+4n7gvt7+3T7cPtt+2b7Yvtb+1T7TftJ+0L7P/s7+zv7P/s/+0L7QvtC+z/7OPs0+y37Jvsj+xz7FfsR+wr7B/sD+wD7+fr1+vX68vry+u766/rn+uT65Prg+uD63frZ+tb60vrP+sv6yPrE+sH6wfq9+r36vfq9+r36vfq9+r36wfrB+r36uvq2+rP6r/qs+qj6pfqh+p76mvqX+pP6kPqQ+oz6jPqM+oz6jPqM+pD6kPqQ+pP6k/qX+pf6l/qX+pr6mvqX+pf6l/qa+pr6mvqa+pr6mvqa+pr6mvqa+pr6nvqe+p76nvqe+qH6ofql+qX6pfql+qX6qPqv+rP6tvq6+rr6uvq9+sH6xPrE+sj6yPrI+sv6z/rP+s/6y/rI+sj6yPrI+sv6y/rL+s/60vrZ+uD65Prr+vL6+foA+wf7DvsR+xj7HPsj+yr7Mfs4+0L7SftQ+1v7Yvtt+3D7d/t++4z7l/uh+6z7tvu9+8T7z/vZ++T77vv1+wD8B/wK/BH8GPwj/DH8O/xG/FD8V/xi/Gn8c/x6/IH8iPyM/JP8mvyl/LP8wfzP/Nn85Pzy/Pz8B/0O/RX9H/0q/TT9P/1J/VT9Yv1s/Xf9gf2I/ZP9mv2k/a/9uf3E/dL94P3u/fn9B/4R/hz+Jv4x/jv+Rv5Q/lf+Xv5i/mz+c/56/oH+hf6M/o/+lv6d/qT+q/6y/rn+wP7H/s7+2f7g/uf+7v71/v/+A/8G/wr/Df8R/xj/G/8i/yb/Lf8x/zH/Mf8x/zT/NP84/zj/O/87/zv/P/8//0L/Rv9G/0b/Qv9C/0L/Qv9C/0b/Rv9G/0n/Sf9N/1D/UP9Q/1T/V/9e/2L/Zf9l/2X/Zf9l/2X/af9p/2z/bP9z/3r/gf+I/4z/k/+W/5r/mv+d/6H/qP+r/6//tv+5/73/wP/H/8v/zv/S/9X/2f/g/+f/7v/1//j/AQAIAAsAEgAWAB0AIAAkACQAJwArAC4ANQA8AEAARwBOAFEAWABcAF8AYwBmAGoAagBtAHEAeAB8AIMAigCRAJgAnwCmAKkArQCwALQAtAC0ALcAtwC7AL4AwgDJAMwA0ADTANMA1wDaAN4A4QDhAOEA5QDlAOUA5QDhAOEA3gDeAN4A3gDaANoA2gDaAN4A3gDhAOEA3gDeANoA1wDXANcA2gDeAOEA5QDoAO8A9gD9AAEBBAEIAQgBCAEIAQgBCwEPAQ8BEgESARIBDwEPAQ8BDwESARIBFgEZAR0BIAEnAS4BNQFAAUcBTgFRAVUBWAFcAVwBXAFcAVwBXAFcAVwBXAFcAVwBXAFcAVwBXAFcAV8BYwFjAWoBbQFxAXEBcQFxAXQBdAF4AXsBfwGCAYYBhgGGAYYBiQGJAY0BjQGQAZABkAGUAZcBmwGeAaIBpQGsAbMBugHCAcwB1wHhAeUB7AHzAfYB+gH9AQQCCAILAhICGQIdAiQCJwIuAi4CMgIyAjICMgI1AjkCOQI5AjwCPAJAAkMCQwJDAkMCQwJDAkACQAJAAkACQAJAAkACPAI8AjwCPAI5AjkCNQI1AjICMgIuAi4CKwInAiACIAIdAhkCFgIWAhICDwIPAgsCCwIIAgEC/QH6AfYB7wHsAeUB5QHhAd4B3gHeAd4B3gHaAdcB0wHMAckBxQHCAcIBvgG6AbcBsAGsAakBogGeAZsBlwGXAZQBkAGJAYYBggF7AXgBdAFtAWYBYwFcAVUBUQFKAUcBQAE5AS4BJwEdARYBDwELAQQBAQH9APYA7wDsAOgA4QDaANMAzADFAL4AuwC0ALAAqQCiAJsAmACNAIoAgwB8AHQAbQBmAF8AWABRAEoARwBAADkAMgAnACAAFgAPAAQA///4//H/6v/n/+P/4P/Z/9X/zv/L/8f/xP/E/8D/vf+2/6//pP+a/5P/jP+F/37/d/9z/3D/bP9p/2X/Yv9b/1T/UP9N/0n/Sf9G/z//OP8x/yn/H/8Y/xH/Cv8D//j+8f7q/uP+3P7Z/tL+y/7H/sD+vf62/rL+q/6o/qT+of6a/pb+k/6M/oX+fv53/nD+bP5p/mL+Xv5b/lv+V/5U/lD+Tf5J/kb+Qv4//jv+OP40/jT+Mf4t/ib+H/4Y/hH+Cv4D/gD++f31/fL97v3r/ef94/3c/dX9zv3E/b39tv2v/aj9of2d/Zr9k/2P/Yz9hf2B/X79d/1z/XD9bP1p/Wn9Zf1l/WX9Zf1l/WL9Yv1e/V79W/1b/Vf9V/1U/VT9VP1U/VT9VP1X/Vv9W/1e/V79Xv1b/Vv9V/1U/VT9VP1X/Vf9W/1b/V79Xv1e/WL9Zf1p/Wn9af1l/WX9Zf1l/WX9Yv1e/V79W/1U/VD9Sf1J/Ub9Rv1C/T/9O/07/Tj9OP04/TT9Mf0t/Sr9Jv0j/Rz9GP0V/RH9Dv0O/Q79Dv0O/Qr9B/0H/Qf9A/0D/QP9AP0A/QD9AP38/Pz8/Pz5/Pn89fz1/PX8+fz5/Pn8+fz1/PL87vzu/O787vzu/O786/zr/Of85Pzd/Nn81vzP/Mj8wfy9/Lb8r/yo/KH8mvyT/Iz8hfx+/Hr8d/xw/HD8afxl/F78W/xX/FT8UPxQ/E38SfxC/D/8O/w4/Dj8NPw0/DT8NPw0/DT8NPw0/DH8Mfwx/DH8Lfwt/C38Lfwt/C38Lfwt/C38Lfwx/DH8NPw0/Dj8OPw4/Dj8NPwx/C38Kvwm/Cb8I/wf/B/8H/wf/B/8H/wf/B/8HPwY/BX8DvwK/Ar8B/wH/Af8B/wH/Af8B/wH/Af8CvwK/A78DvwO/A78DvwR/BH8EfwR/BX8GPwc/B/8Jvwq/C38Mfw4/Dv8P/w//EL8QvxC/D/8P/w//EL8QvxG/En8SfxJ/Eb8RvxG/Eb8RvxC/D/8O/w7/Dv8O/w7/Dv8P/xC/Eb8RvxG/Eb8RvxJ/En8TfxQ/FD8VPxX/Ff8W/xb/F78Zfxp/HD8cPxz/HP8c/xz/HP8d/x3/Hr8evyB/IX8iPyP/Jb8nfyh/KX8qPys/LP8tvy6/L38wfzE/Mj8y/zS/Nb82fzg/OT85/zu/PL8+fz8/AP9Cv0V/Rz9Jv0q/S39NP07/UL9Sf1N/VD9V/1b/WL9af1s/XP9d/16/X79hf2I/Yz9k/2W/Zr9nf2d/aH9of2h/aH9of2k/aT9pP2k/aT9pP2o/aj9qP2o/av9r/22/bn9vf29/cD9xP3H/cv9y/3O/dL91f3c/eD94/3n/e798v35/fz9AP4H/g7+Ff4c/h/+Jv4t/jH+OP4//kL+Sf5Q/lf+Xv5l/nD+d/5+/oX+iP6P/pP+mv6d/qH+pP6o/qj+q/6v/rL+tv65/sD+x/7O/tX+3P7g/uf+7v71/vz+//4G/w3/FP8Y/xv/Iv8i/yb/Kf8t/zH/NP87/z//Qv9G/03/Tf9Q/1D/VP9b/17/Yv9l/2n/af9w/3P/d/96/37/fv9+/37/gf+B/4X/hf+I/4//k/+W/5r/nf+h/6T/qP+o/6v/q/+v/7L/sv+2/7n/vf+9/8D/xP/H/8v/zv/S/9X/3P/g/+f/6v/u//H/9f/4//z/////////AQAEAAgACwAPABIAFgAWABYAFgAWABkAGQAdACAAJAAnACsALgAuAC4AKwArACcAJwAkACQAJAAgACAAIAAgACAAIAAgACAAHQAdAB0AHQAgACQAJwAnACcAJwAnACcAJAAkACQAJAAkACcAJwAkACQAJAAnACcAJAAkACAAHQAZABYAFgAWABkAGQAdAB0AIAAgACAAJAAkACQAJwArAC4AMgAyADUAMgAyADIAMgA1ADkAOQA8AEAAQwBDAEcARwBKAEoATgBRAFUAWABcAF8AYwBmAGoAcQB0AHgAfwCGAIoAkQCYAJ8AogCpALAAtAC3ALsAwgDFAMwA0ADXANoA4QDoAOwA7wDzAPYA/QD9AAEBBAEIAQsBEgEWARkBHQEdAR0BHQEdAR0BHQEdARkBGQEWARkBGQEZARYBFgESARIBEgESAQ8BDwEPAQ8BDwEPAQ8BDwELAQsBCwEIAQQBAQEBAf0A/QD9APoA+gD6APoA9gD2APYA9gD2APYA9gD2APYA+gD6AP0A/QD9AP0A/QABAQEBBAEEAQgBCAEIAQgBCAEEAQQBBAEEAQEBAQEBAQEBAQEBAQQBBAEBAQEB/QD9APoA9gD2APMA8wDzAO8A7wDsAOwA6ADoAOgA6ADoAOUA5QDlAOEA3gDaANoA1wDTANMA0ADMAMwAyQDFAMUAwgDCAMIAvgC7ALcAtACwAK0AqQCpAKkAqQCtAK0ArQCtAKkApgCmAKIAnwCfAJsAmwCYAJgAlACUAJQAkQCRAJEAjQCNAIoAigCGAIYAgwCDAIMAfwB/AHwAfAB4AHgAeAB4AHgAeAB4AHQAdABxAHEAcQBtAGoAZgBmAGMAYwBfAFwAXABYAFUAUQBKAEcAQwBAADwAOQAyAC4AJwAkACAAHQAZABIADwALAAgABAABAP//+P/x/+r/4P/Z/9L/x//A/7n/sv+r/6T/of+a/5P/j/+I/4H/ev9z/3D/af9i/1v/VP9N/0b/Qv8//zv/NP8t/yn/Iv8b/xj/FP8R/wr/Bv///vj+9f7x/vH+7v7n/uP+4P7Z/tX+0v7O/sv+x/7E/sD+vf62/rL+q/6k/qH+mv6W/pP+j/6M/oj+hf6F/n7+ev53/nP+cP5s/mX+Yv5e/lf+VP5Q/k3+Rv4//jv+NP4t/ir+I/4c/hj+Ef4O/gf+A/78/fn99f3y/ev95/3j/dz91f3O/cv9xP3A/bn9tv2v/av9qP2h/Zr9lv2T/Y/9jP2I/YX9gf16/Xf9cP1s/WX9Zf1i/Vv9V/1Q/Un9Rv0//Tj9Mf0t/Sb9I/0f/Rz9GP0R/Q79Cv0H/Qf9A/0D/QP9A/0D/QP9AP0A/QD9/Pz8/Pn8+fz1/PX89fz1/PX89fz5/Pn8/Pz8/Pz8/PwA/QD9AP0A/QD9AP0A/fz8/Pz8/AD9AP0A/fz8/Pz5/Pn8+fz5/PX89fz1/PL87vzr/Ov85/zk/OD83fzd/Nn82fzZ/Nn82fzW/Nb81vzW/Nb80vzS/NL8z/zL/Mv8yPzI/Mj8yPzI/Mj8yPzI/MT8xPzE/MT8xPzE/MT8xPzE/MT8xPzI/Mj8yPzL/Mv8y/zL/Mv8y/zL/Mv8z/zP/NL80vzW/Nb81vzZ/Nn82fzZ/Nn82fzZ/Nn82fzZ/Nn83fzg/OD84Pzg/OD84Pzg/OT85/zn/Ov86/zr/Ov86/zr/Of85/zn/Of85/zn/Of85/zn/Ov86/zr/Ov86/zr/Ov86/zr/Ov86/zr/Ov86/zu/PL88vz1/PX89fz1/Pn8+fz5/Pz8/Pz8/Pn8+fz1/PX88vzu/Ov86/zn/OT85Pzg/N383fzZ/Nn81vzW/NL80vzP/M/8y/zL/Mj8yPzI/Mj8xPzE/MT8xPzE/MT8xPzE/MH8wfzB/MT8xPzI/Mv8z/zS/NL80vzS/NL80vzW/Nb80vzS/NL80vzS/NL80vzW/Nn82fzd/OD85Pzn/Of85/zn/Of85/zr/Ov87vzu/PL88vz1/PX8+fz5/Pz8AP0D/Qr9Dv0O/RH9Ff0Y/Rz9H/0j/Sb9Lf0x/TT9OP0//UL9Sf1N/VD9UP1U/Vf9W/1e/WX9af1w/Xf9ev1+/YX9iP2M/ZP9lv2d/aH9qP2v/bb9uf3A/cf9zv3V/dn94P3j/eP95/3n/ev98v31/fz9AP4D/gr+Dv4R/hj+HP4f/iP+Jv4q/i3+Mf40/jj+O/4//j/+Qv5G/kn+Sf5N/k3+Tf5N/k3+UP5U/lT+V/5b/l7+Yv5l/mn+af5s/mz+bP5s/mz+cP5z/nP+d/56/n7+gf6F/oj+jP6M/o/+k/6T/pb+lv6a/qH+of6k/qj+q/6r/qv+q/6r/q/+r/6y/rb+tv69/sD+xP7H/sv+zv7S/tX+1f7Z/tz+4/7n/ur+7v7u/u7+7v7u/u7+8f7x/vX++P78/vz+//4D/wr/Df8R/xH/FP8Y/xj/G/8b/xv/H/8i/yn/Lf80/zj/OP87/z//Qv9C/0b/Rv9J/0n/Tf9Q/1D/UP9U/1f/V/9b/17/Yv9l/2n/bP9s/2z/bP9s/2n/af9p/2n/af9l/2n/af9p/2n/af9p/2n/af9p/2n/af9s/2z/cP9w/3P/c/9z/3f/d/93/3f/ev96/3r/ev96/3f/c/9z/3D/cP9w/3P/c/93/3r/gf+F/4j/jP+P/5P/lv+W/5b/mv+a/5r/nf+h/6H/pP+k/6j/qP+o/6j/qP+o/6v/q/+v/6//sv+y/7b/uf+5/7n/uf+5/7n/tv+2/7b/uf+5/7b/tv+2/7b/tv+5/7n/uf+9/73/vf+9/8D/vf+9/73/vf+5/73/vf/A/8T/xP/H/8f/y//O/87/0v/V/9X/2f/Z/9z/3P/c/9z/4P/g/+D/4P/g/+P/5//q/+r/7v/u//H/9f/4//z//////wEAAQAEAAgACwALAA8ADwAPABIAFgAWABYAFgAZABkAHQAkACcAJwAnACsAKwArACsAKwAuAC4AMgAyADIAMgA1ADUANQA1ADUANQA1ADUANQA5ADkAOQA8AEAAQwBHAEoASgBOAE4AUQBRAFEAUQBRAFEAVQBVAFgAWABcAFwAXABcAF8AXwBjAGMAZgBmAGMAYwBfAFgAVQBVAFEAUQBVAFgAXABfAF8AYwBmAGoAagBtAG0AbQBxAHEAcQBxAHEAcQBxAHEAcQBxAHEAbQBtAG0AbQBqAGoAagBqAGoAagBqAGoAagBmAGMAYwBjAF8AXwBfAFwAXABYAFgAVQBVAFEAUQBRAFUAUQBRAE4ASgBKAEcAQwBDAEAAQABAADwAPAA5ADUANQAyADIALgAuACsAKwArACcAJwAkACAAIAAdABkAGQAWABIAEgASAA8ADwAPAAsACwAIAAgABAAEAAEAAQD//////P/4//X/8f/u/+r/4//g/9n/1f/S/87/y//H/8T/wP+9/73/uf+5/7b/r/+r/6v/qP+k/6H/nf+a/5P/j/+M/4X/gf9+/37/ev93/3f/c/9w/2z/af9l/2L/Xv9b/1v/V/9U/03/Sf9G/0b/Rv9C/z//O/84/zT/Mf8t/y3/Kf8p/yn/Jv8m/yb/Jv8m/yL/Iv8f/xv/GP8Y/xH/Df8K/wb/A/8D///+/P78/vj+9f7u/ur+5/7n/uf+5/7n/uf+5/7j/uP+4/7j/uP+4/7g/uD+3P7c/tz+2f7V/tX+0v7S/s7+zv7L/sv+x/7H/sT+xP7E/sD+wP7A/sD+vf65/rb+sv6y/q/+q/6o/qj+pP6k/qT+of6d/pr+mv6W/pb+k/6P/oz+iP6F/oH+gf5+/n7+fv56/nr+d/53/nP+cP5s/mz+af5l/mX+Zf5l/mX+Zf5l/mX+Yv5i/l7+W/5b/lv+V/5X/lf+V/5b/lv+Xv5e/mL+Zf5s/mz+cP5w/nP+c/5w/nD+cP5z/nP+c/5z/nP+c/53/nf+d/53/nf+c/5z/nD+cP5w/nD+bP5s/nD+cP5w/nP+c/5z/nP+c/5z/nP+c/5w/nD+bP5s/mz+bP5s/mn+af5p/mX+Zf5l/mL+Yv5e/lv+W/5b/lv+W/5b/lf+V/5U/lT+UP5Q/k3+Tf5J/kn+Sf5G/kb+Rv5G/kL+Qv5C/j/+OP40/i3+Kv4m/ib+I/4j/h/+H/4c/hz+GP4V/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type="audio/wav" />
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[20]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span class="n">get_onsets</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">OnsetRate</span><span class="p">()</span>
<span class="n">onset_times</span><span class="p">,</span> <span class="n">onset_rate</span> <span class="o">=</span> <span class="n">get_onsets</span><span class="p">(</span><span class="n">audio</span><span class="p">)</span>
<span class="nb">print</span> <span class="n">onset_times</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>[ 0.01160998  0.48761904  0.98684806  1.24226761  1.48607707]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[21]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span class="n">onset_samples</span> <span class="o">=</span> <span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">fs</span><span class="o">*</span><span class="n">i</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">onset_times</span><span class="p">]</span>
<span class="nb">print</span> <span class="n">onset_samples</span>
</pre></div>

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</div>

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<div class="output">


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>[511, 21503, 43519, 54784, 65535]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[22]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span class="n">onsets_marker</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">AudioOnsetsMarker</span><span class="p">(</span><span class="n">onsets</span><span class="o">=</span><span class="n">onset_times</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="s">&#39;beep&#39;</span><span class="p">)</span>
<span class="n">with_beeps</span> <span class="o">=</span> <span class="n">onsets_marker</span><span class="p">(</span><span class="n">audio</span><span class="p">)</span>
<span class="n">Audio</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">with_beeps</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
</pre></div>

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<div class="output_area"><div class="prompt output_prompt">Out[22]:</div>

<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
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type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
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<div class="prompt input_prompt">In&nbsp;[23]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">frame_sz</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="mf">0.200</span><span class="o">*</span><span class="n">fs</span><span class="p">)</span>
<span class="n">segments</span> <span class="o">=</span> <span class="n">array</span><span class="p">([</span><span class="n">audio</span><span class="p">[</span><span class="n">i</span><span class="p">:</span><span class="n">i</span><span class="o">+</span><span class="n">frame_sz</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">onset_samples</span><span class="p">])</span>
</pre></div>

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<h2 id="Step-2:-Extract-Features">Step 2: Extract Features<a class="anchor-link" href="#Step-2:-Extract-Features">&#182;</a></h2>
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<p>For each segment, compute the same features as above: zero crossing rate and spectral moments.</p>

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<div class="prompt input_prompt">In&nbsp;[24]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">feature_table</span> <span class="o">=</span> <span class="p">[</span><span class="n">extract_features_from_audio</span><span class="p">(</span><span class="n">segment</span><span class="p">)</span> <span class="k">for</span> <span class="n">segment</span> <span class="ow">in</span> <span class="n">segments</span><span class="p">]</span>
<span class="n">test_features</span> <span class="o">=</span> <span class="n">scaler</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">feature_table</span><span class="p">)</span>
</pre></div>

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<h2 id="Step-3:-Train-K-NN-Classifier">Step 3: Train K-NN Classifier<a class="anchor-link" href="#Step-3:-Train-K-NN-Classifier">&#182;</a></h2>
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<p>For training, see <a href="#Training-Data">Training Data</a> below.</p>
<p>For more on K-NN, see the <a href="../notebooks/knn.ipynb">notebook on K-NN</a>.</p>

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<h2 id="Step-4:-Run-the-Classifier">Step 4: Run the Classifier<a class="anchor-link" href="#Step-4:-Run-the-Classifier">&#182;</a></h2>
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<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">test_labels</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">test_features</span><span class="p">)</span>
<span class="n">test_labels</span>
</pre></div>

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<div class="output_area"><div class="prompt output_prompt">Out[25]:</div>


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<pre>array([ 0.,  1.,  0.,  0.,  1.])</pre>
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<h2 id="Step-5:-Sonify-the-Classifier-Output">Step 5: Sonify the Classifier Output<a class="anchor-link" href="#Step-5:-Sonify-the-Classifier-Output">&#182;</a></h2>
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<p>Play a "beep" for each detected kick drum.</p>

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<div class="input">
<div class="prompt input_prompt">In&nbsp;[26]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">onsets_marker</span> <span class="o">=</span> <span class="n">ess</span><span class="o">.</span><span class="n">AudioOnsetsMarker</span><span class="p">(</span><span class="n">onsets</span><span class="o">=</span><span class="n">onset_times</span><span class="p">[</span><span class="n">test_labels</span><span class="o">==</span><span class="mi">1</span><span class="p">],</span> <span class="nb">type</span><span class="o">=</span><span class="s">&#39;beep&#39;</span><span class="p">)</span>
<span class="n">with_beeps</span> <span class="o">=</span> <span class="n">onsets_marker</span><span class="p">(</span><span class="n">audio</span><span class="p">)</span>
<span class="n">Audio</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">with_beeps</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
</pre></div>

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<div class="output_area"><div class="prompt output_prompt">Out[26]:</div>

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                <audio controls="controls" >
                    <source 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<h2 id="Bonus">Bonus<a class="anchor-link" href="#Bonus">&#182;</a></h2>
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<p>In addition to the MFCCs, extract the following features:</p>
<ul>
<li>spectral centroid</li>
<li>spectral spread</li>
<li>spectral skewness</li>
<li>spectral kurtosis. </li>
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<div class="prompt input_prompt">In&nbsp;[27]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="kn">from</span> <span class="nn">essentia.standard</span> <span class="k">import</span> <span class="n">CentralMoments</span><span class="p">,</span> <span class="n">DistributionShape</span>
<span class="n">DistributionShape</span><span class="o">?</span>
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<p>Re-train the classifier, and re-run the classifier over the test audio signal. Do the results change?</p>

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<p>Repeat the steps above for the following audio files:</p>

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<div class="prompt input_prompt">In&nbsp;[28]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">url</span> <span class="o">=</span> <span class="s">&#39;https://ccrma.stanford.edu/workshops/mir2014/audio/CongaGroove-mono.wav&#39;</span>
<span class="n">url</span> <span class="o">=</span> <span class="s">&#39;https://ccrma.stanford.edu/workshops/mir2014/audio/125BOUNC-mono.WAV&#39;</span>
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