This repo is the code of an ETH project from Luca Naterop and Sandro Giacomuzzi which aims to synthesize Audio with LSTMs.
/tf-rnn
: The main code of this project
/csv-rnn
: Torch LSTM implementation in
/char-rnn
: The code for a character language model in torch which was trained with Darwin and the Koran.
/char-rnn-results
: contains sample text of 100'000 characters generated from those networks as well as the corresponding checkpoints that allows you to generate more text.
/Latest_AudioFeature
: MATLAB scripts to generate spectrogram csv files from Audio and vice versa
Paper (Work in Progress): https://www.overleaf.com/read/cnkdtvbtfsyd
Research Plan: https://www.overleaf.com/3808219jvshrb
Character language models: https://github.com/karpathy/char-rnn