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audio-mps

Audio Synthesis with continuous Matrix Product States https://arxiv.org/abs/1911.11879

Software

  • TensorFlow
  • Python 3.6.6

Repository contents

  • model.py

It defines our RNN model and contains other methods, to sample from the trained model for example.

  • train.py

It performs the training.

  • data.py

It creates a synthetic dataset or reads in real data.

  • reader.py

When using real data (like Nsynth), it picks out a subset of the data, that contains a desired feature: pitch, instrument ...

  • make-small-dataset.py

When using real data (like Nsynth), it imports reader.py to make the dataset.

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Audio Synthesis with Matrix Product States

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  • Jupyter Notebook 82.7%
  • Python 17.3%