An unofficial implementation of the paper "AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss".

Related tags

Computer VisionAutoVC
Overview

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

This is an unofficial implementation of AutoVC based on the official one.

The repository is still under construction, so some details may be missing or incomplete.

Preprocessing

python preprocess.py <data_path> <save_path> <encoder_path> [--seg_len seg] [--n_workers workers]

Training

python train.py <config> <data_path> <save_path> [--n_steps steps] [--save_steps save] [--log_steps log] [--batch_size batch] [--seg_len seg]

Reference

Please cite the paper if you find it useful.

@InProceedings{pmlr-v97-qian19c,
  title = {{A}uto{VC}: Zero-Shot Voice Style Transfer with Only Autoencoder Loss},
  author = {Qian, Kaizhi and Zhang, Yang and Chang, Shiyu and Yang, Xuesong and Hasegawa-Johnson, Mark},
  pages = {5210--5219},
  year = {2019},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  address = {Long Beach, California, USA},
  month = {09--15 Jun},
  publisher = {PMLR},
  pdf = {http://proceedings.mlr.press/v97/qian19c/qian19c.pdf},
  url = {http://proceedings.mlr.press/v97/qian19c.html}
}
Owner
Chien-yu Huang
- Speech Processing - Natural Language Processing - Deep Learning
Chien-yu Huang
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