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this project implements a wavenet with tensorflow 2.0

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wavenet-tf2.0

this project implements a wavenet with tensorflow 2.0

download dataset

wavenet is trained on VCTK which is available here. unzip the zip file aftern downloading it.

how to create dataset

create dataset with the following command

python3 create_dataset.py <path/to/VCTK-Corpus>

how to train

train wavenet with the following command

python3 train.py

sample audio

sample audio of person id with

python3 Sampler.py <person_id>

the script will generate a wave file. listen the wave file to verify yourself.

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this project implements a wavenet with tensorflow 2.0

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