Commit 25ca0ca5 authored by Steve Tjoa's avatar Steve Tjoa

spectral features; mfcc; knn instrument classification

parent 4c1a63b4
...@@ -264,9 +264,9 @@ div#notebook { ...@@ -264,9 +264,9 @@ div#notebook {
<div class="inner_cell"> <div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html"> <div class="text_cell_render border-box-sizing rendered_html">
<ol> <ol>
<li><a href="notebooks/spectral_features.ipynb">Spectral Features</a></li> <li><a href="spectral_features.html">Spectral Features</a> (<a href="spectral_features.ipynb">ipynb</a>)</li>
<li><a href="notebooks/mfcc.ipynb">Mel-Frequency Cepstral Coefficients</a></li> <li><a href="mfcc.html">Mel-Frequency Cepstral Coefficients</a> (<a href="mfcc.ipynb">ipynb</a>)</li>
<li><a href="notebooks/knn_instrument_classification.ipynb">K-Nearest Neighbor Instrument Classification</a></li> <li><a href="knn_instrument_classification.html">K-Nearest Neighbor Instrument Classification</a> (<a href="knn_instrument_classification.ipynb">ipynb</a>)</li>
</ol> </ol>
</div> </div>
......
...@@ -60,9 +60,9 @@ ...@@ -60,9 +60,9 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"1. [Spectral Features](notebooks/spectral_features.ipynb)\n", "1. [Spectral Features](spectral_features.html) ([ipynb](spectral_features.ipynb))\n",
"1. [Mel-Frequency Cepstral Coefficients](notebooks/mfcc.ipynb)\n", "1. [Mel-Frequency Cepstral Coefficients](mfcc.html) ([ipynb](mfcc.ipynb))\n",
"1. [K-Nearest Neighbor Instrument Classification](notebooks/knn_instrument_classification.ipynb)" "1. [K-Nearest Neighbor Instrument Classification](knn_instrument_classification.html) ([ipynb](knn_instrument_classification.ipynb))"
] ]
}, },
{ {
......
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{ {
"metadata": { "metadata": {
"name": "", "name": "",
"signature": "sha256:7b9044e3893b9f87e8347d7d3d1679d5cfd0f54fb88c291634c51876f7fff24b" "signature": "sha256:e470213ca2db1aa50204e5d556bfe9ba3cda6b08f319067efe328611f64362c2"
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...@@ -336,11 +336,11 @@ ...@@ -336,11 +336,11 @@
"cell_type": "code", "cell_type": "code",
"collapsed": false, "collapsed": false,
"input": [ "input": [
"#model = KNeighborsClassifier(n_neighbors=1)\n", "model = KNeighborsClassifier(n_neighbors=1)\n",
"#model = SVC()\n", "#model = SVC()\n",
"#model = LogisticRegression()\n", "#model = LogisticRegression()\n",
"#model = GaussianNB()\n", "#model = GaussianNB()\n",
"model = AdaBoostClassifier()\n", "#model = AdaBoostClassifier()\n",
"model.fit(training_features, training_labels)" "model.fit(training_features, training_labels)"
], ],
"language": "python", "language": "python",
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