Music-Generation-LSTM-RBM

Various machine learning models that generate music.

A much more detailed discussion of the architecture used, experiments conducted on the various models, results and shortcomings is documented here

Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
Files		Files
GeneratedMusic		GeneratedMusic
TrainingData		TrainingData
graphs		graphs
FinalPaper.pdf		FinalPaper.pdf
LICENSE		LICENSE
README.md		README.md
deep_lstm_rbm.py		deep_lstm_rbm.py
duration		duration
encoding		encoding
keras_lstm.py		keras_lstm.py
keras_predict.py		keras_predict.py
keras_predict_pop.py		keras_predict_pop.py
lstm_pop.py		lstm_pop.py
lstm_rbm.py		lstm_rbm.py
mylstm.py		mylstm.py
myrbm.py		myrbm.py
pitch		pitch
pop_dataset		pop_dataset
shallow_keras_lstm.py		shallow_keras_lstm.py
utildata.py		utildata.py

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