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musicinformationretrieval-com
Commit 24705630 authored by Steve Tjoa's avatar Steve Tjoa
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adding mfcc

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Table_of_Contents.ipynb
View file @ 24705630
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"metadata": { "metadata": {
"name": "", "name": "",
"signature": "sha256:c2091c83f372205a4ebcdce326aec16d3effc143ec24d63e1026df692ec4f383" "signature": "sha256:ba6914e86f65c927f3b3e5e0880193335eae98cda6317da50d32966ac28f77c1"
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"nbformat": 3, "nbformat": 3,
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...@@ -66,19 +66,17 @@ ...@@ -66,19 +66,17 @@
"level": 2, "level": 2,
"metadata": {}, "metadata": {},
"source": [ "source": [
"Feature Extraction (work in progress)" "Spectral Feature Extraction and Classification"
] ]
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"1. [Feature Extraction](notebooks/feature_extraction.ipynb)\n",
"1. [Spectral Features](notebooks/spectral_features.ipynb)\n", "1. [Spectral Features](notebooks/spectral_features.ipynb)\n",
"1. [Tonal Descriptors: Pitch and Chroma](notebooks/)\n", "1. [Tonal Descriptors: Pitch and Chroma](notebooks/)\n",
"1. [Beat Tracking](notebooks/beat_tracking.ipynb)\n",
"1. [Tempo Estimation](notebooks/tempo_estimation.ipynb)\n",
"1. [Mel-Frequency Ceptral Coefficients](notebooks/mfcc.ipynb)\n", "1. [Mel-Frequency Ceptral Coefficients](notebooks/mfcc.ipynb)\n",
"1. [K-Nearest Neighbor](notebooks/knn.ipynb)\n",
"1. [Exercise: Instrument Classification using K-NN](exercises/knn_instrument_classification.ipynb)" "1. [Exercise: Instrument Classification using K-NN](exercises/knn_instrument_classification.ipynb)"
] ]
}, },
...@@ -87,14 +85,16 @@ ...@@ -87,14 +85,16 @@
"level": 2, "level": 2,
"metadata": {}, "metadata": {},
"source": [ "source": [
"Machine Learning (work in progress)" "More (work in progress)"
] ]
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"1. [K-Nearest Neighbor](notebooks/knn.ipynb)\n", "1. [Feature Extraction](notebooks/feature_extraction.ipynb)\n",
"1. [Beat Tracking](notebooks/beat_tracking.ipynb)\n",
"1. [Tempo Estimation](notebooks/tempo_estimation.ipynb)\n",
"1. [K-Means Clustering](notebooks/kmeans.ipynb)\n", "1. [K-Means Clustering](notebooks/kmeans.ipynb)\n",
"1. [Nonnegative Matrix Factorization](notebooks/nmf.ipynb)\n", "1. [Nonnegative Matrix Factorization](notebooks/nmf.ipynb)\n",
"1. [Cross Validation](notebooks/cross_validation.ipynb)\n", "1. [Cross Validation](notebooks/cross_validation.ipynb)\n",
......
notebooks/mfcc.ipynb 0 → 100644
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