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Deep Convolutional Networks on the Pitch Spiral for Musical Instrument Recognition
OpenEdge ABL TeX Python MATLAB
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DeepInstruments
ISMIR2015_tex_template upload ISMIR 2015 TeX template Jan 18, 2016
ISMIR2016_tex_template
network_activations put all network activations in a dedicated folder Mar 27, 2016
paper typo Jun 15, 2016
research here come the standard deviations Mar 26, 2016
rwc-invariance update load_features in roc-invariance Mar 29, 2016
singlelabel
.gitattributes upload weights in HDF5 with LFS Feb 15, 2016
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README.md
Table2_K32.p
Table2_K96.p
architecture.png
sampling.md
singlelabel.md
spec.md

README.md

Get the MedleyDB dataset Fill in the download request form at: http://medleydb.weebly.com/download-form.html

Put it in ~/datasets The init file of the DeepInstruments package assumes that your MedleyDB is in the ~/datasets/ folder.

Install the MedleyDB package git clone https://github.com/rabitt/medleydb.git cd medleydb pip install -e . export MEDLEYDB_PATH=$HOME/datasets/MedleyDB medleydb-export

Generate dataset for single instruments import DeepInstruments as di di.wrangling.export_singlelabel_dataset()

Install a bleeding-edge version of Theano sudo pip install git+git://github.com/Theano/Theano.git

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