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A.S.
musicinformationretrieval-com
Commits
b1711714
Commit
b1711714
authored
Jun 25, 2014
by
Steve Tjoa
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reorganized day 3: tonal, kmeans
parent
0f259f0c
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Table_of_Contents.ipynb
Table_of_Contents.ipynb
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Table_of_Contents.ipynb
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b1711714
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@@ -48,7 +48,7 @@
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"level": 2,
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"source": [
"source": [
"Basic Signal Manipulation"
"
Day 1:
Basic Signal Manipulation"
]
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...
@@ -66,7 +66,7 @@
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@@ -66,7 +66,7 @@
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"source": [
"source": [
"Spectral Feature Extraction and Classification"
"
Day 2:
Spectral Feature Extraction and Classification"
]
]
},
},
{
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...
@@ -79,6 +79,23 @@
...
@@ -79,6 +79,23 @@
"1. [Exercise: Instrument Classification using K-NN](exercises/knn_instrument_classification.ipynb)"
"1. [Exercise: Instrument Classification using K-NN](exercises/knn_instrument_classification.ipynb)"
]
]
},
},
{
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"metadata": {},
"source": [
"Day 3: Tonal Features and Unsupervised Classification"
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{
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"source": [
"1. [Tonal Descriptors: Pitch and Chroma](notebooks/tonal.ipynb)\n",
"1. [K-Means Clustering](notebooks/kmeans.ipynb)\n",
"1. [Exercise: Unsupervised Instrument Classification using K-Means](exercises/kmeans_instrument_classification.ipynb)"
]
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"source": [
"source": [
"1. [Tonal Descriptors: Pitch and Chroma](notebooks/)\n",
"1. [Feature Extraction](notebooks/feature_extraction.ipynb)\n",
"1. [Feature Extraction](notebooks/feature_extraction.ipynb)\n",
"1. [Beat Tracking](notebooks/beat_tracking.ipynb)\n",
"1. [Beat Tracking](notebooks/beat_tracking.ipynb)\n",
"1. [Tempo Estimation](notebooks/tempo_estimation.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. [Nonnegative Matrix Factorization](notebooks/nmf.ipynb)\n",
"1. [Cross Validation](notebooks/cross_validation.ipynb)\n",
"1. [Cross Validation](notebooks/cross_validation.ipynb)\n",
"1. [Exercise: Unsupervised Instrument Classification using K-Means](exercises/)\n",
"1. [Exercise: Source Separation using NMF](exercises/nmf_source_separation.ipynb)"
"1. [Exercise: Source Separation using NMF](exercises/nmf_source_separation.ipynb)"
]
]
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