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WaveNet for unconditional speech generation - Theano Implementation

WaveNet implementation in Theano

Based on https://deepmind.com/blog/wavenet-generative-model-raw-audio/ and https://arxiv.org/pdf/1609.03499.pdf.

Disclaimer: this is a re-implementation of the model described in the WaveNet paper by Google Deepmind. This repository is not associated with Google Deepmind.

Listen to a sample 🎶!

  • wavenet.py -> Train the network
  • lib/ops.py -> Mini theano library
  • generate() function in wavenet.py ==> generates samples