Venn1998/RNN_music_generator

Implementation of a recurrent neural network for the generation of music, following the work presented in [JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs, by Gino Brunner, Yuyi Wang, Roger Wattenhofer and Jonas Wiesendanger](https://arxiv.org/pdf/1711.07682.pdf). Some parts of the code attached is taken from the repository of the authors of the paper. We built a LSTM network to generate chords from MIDI files. Finally, we used the embedding layer of the model to project the chords in 2D (with PCA) and visualize the concept of word2vec: we'll se that the model has learned the Circle of Fifths.

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