Commit 24705630 authored by Steve Tjoa's avatar Steve Tjoa

adding mfcc

parent f6d90ea8
{
"metadata": {
"name": "",
"signature": "sha256:c2091c83f372205a4ebcdce326aec16d3effc143ec24d63e1026df692ec4f383"
"signature": "sha256:ba6914e86f65c927f3b3e5e0880193335eae98cda6317da50d32966ac28f77c1"
},
"nbformat": 3,
"nbformat_minor": 0,
......@@ -66,19 +66,17 @@
"level": 2,
"metadata": {},
"source": [
"Feature Extraction (work in progress)"
"Spectral Feature Extraction and Classification"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"1. [Feature Extraction](notebooks/feature_extraction.ipynb)\n",
"1. [Spectral Features](notebooks/spectral_features.ipynb)\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. [K-Nearest Neighbor](notebooks/knn.ipynb)\n",
"1. [Exercise: Instrument Classification using K-NN](exercises/knn_instrument_classification.ipynb)"
]
},
......@@ -87,14 +85,16 @@
"level": 2,
"metadata": {},
"source": [
"Machine Learning (work in progress)"
"More (work in progress)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"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. [Nonnegative Matrix Factorization](notebooks/nmf.ipynb)\n",
"1. [Cross Validation](notebooks/cross_validation.ipynb)\n",
......
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