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Commits on Nov 20, 2015

• Extract application (prediction) of the convnet chord classification from notebook to a script.

  bzamecnik

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• Add some new plot.

  bzamecnik

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• Make feature scaling manual to known values.

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• Add script to compute features and splits for all the songs and merge the splits to single files.

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Commits on Oct 31, 2015

• Extract the chord classification with convnet from IPython to a script.

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• Extract a script to prepare data for chord classification from a IPython notebook.

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Commits on Oct 30, 2015

• Add notebooks with first experiments with chord classification.

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Commits on Oct 22, 2015

• Add some examples of autoencoders with Keras.

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  Zámečník Bohumír

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Commits on Oct 16, 2015

• Add more comments.

  bzamecnik

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• Update the Keras notebook with proper values.

  bzamecnik

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• Create a simple Hello world classification using Keras.

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Commits on Sep 22, 2015

• Add a few models using neural networks via theano.

  bzamecnik

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Commits on Sep 21, 2015

• Prepare data with windowed chord blocks, apply logistic regression to such data.

  bzamecnik

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• Fix a bug - image from other model.

  bzamecnik

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Commits on Sep 20, 2015

• Add first steps with key classification.

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• Rename the files.

  bzamecnik

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• Generate synthetic unskewed data.

  bzamecnik

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• Fix a typo.

  bzamecnik

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• Add a notebook with some data preparation code.

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  bzamecnik

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• Update the time map notebook.

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• Remove RDF and XML versions of the dataset.

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• Add a description of the Isophonics dataset(s).

  bzamecnik

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• Make it easier to install and run the chord label parser on the chords dataset.

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Commits on Sep 18, 2015

• Move the key labels to a proper directory.

  bzamecnik

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• Add a notebook with binary pitch classes parsed from chords, some visualizations.

  bzamecnik

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• Add some screenshot of playing with autoencoders to do dimensionality reduction to 2D for chroma features visualization.

  bzamecnik

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• Add some playing with autoencoders on audio data - not finished yet.

  bzamecnik

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• Add the exploration of Beatles Annotations dataset - time map.

  bzamecnik

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Commits on Mar 2, 2015

• Add a simple example in theanets.

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Commits on Jan 20, 2015

• Move the .gitignore.

  bzamecnik

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• Update the report - remove autocorrelations, sort by abs value.

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• Add a README.

  bzamecnik

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• Update the computation and plots.

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Commits on Jan 17, 2015

• Add content to the README file.

  bzamecnik

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• Add requirements.txt for pip.

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