maozhiqiang / tacotron2-1

pytorch tacotron2 https://arxiv.org/pdf/1712.05884.pdf

Tacotron2

NATURAL TTS SYNTHESIS BY CONDITIONING WAVENET ON MEL SPECTROGRAM PREDICTIONS https://arxiv.org/pdf/1712.05884.pdf

WaveNet: A Generative Model for Raw Audio

Contents

• Simple LJ Speech DataLoader
• Mel Spectrogram Prediction network (text to Spectrogram)
• [TODO] WaveNet Vocoder (Spectrogram to raw audio)

https://arxiv.org/abs/1609.03499

Setup

2. install pytorch and torchvision:

conda install pytorch -c pytorch

3. install tensorflow and tensorboardX for logging.

pip install tensorboard
pip install tensorboardX

Usage

train Spectrogram Prediction Network

python train.py

view logs in Tensorboard

tensorboard --logdir runs