Problems about this project.

[linan06kuaishou]

Firstly, thank you for sharing this code. And i trained with vctk data set. But unfortunately, i didn't get good result. These are the main problems i found:
1 The audio generated by the Generator are just some tune noise and totally irrelevant to the input signal, even after several epochs of training.
2 I have noticed that the different component of g_loss are badly unbalanced, the adv loss is about 1e0 magnitude, feat loss is about 1e3 magnitude, rec loss is about 1e6 magnitude. I have tried to scale them to the same magnitude but it didn't seem to help to the final output signal.
3 I tried to implement the paper myself and got bad quality audio signal. There must be some mistakes and i really don't have a clue.
@wesbz Have you encounter the problems above? Or have you get promising result with this project?

[wesbz]

Hi, thanks for your comments! I unfortunately did find time to test that model all the way through.
If you find something, feel free to send a pull request. I'll let you know if I find something ;)

[liuyoude]

I also commit this problem, the result is terrible.

[wesbz]

Feel free to pursue and do a PR ;)

[MasterEndless]

I also got the bad qulity results, have you solved it yet?

[Liujingxiu23]

Anybody train the model successfully?

[iam-Yue]

Firstly, thank you for sharing this code. And i trained with vctk data set. But unfortunately, i didn't get good result. These are the main problems i found: 1 The audio generated by the Generator are just some tune noise and totally irrelevant to the input signal, even after several epochs of training. 2 I have noticed that the different component of g_loss are badly unbalanced, the adv loss is about 1e0 magnitude, feat loss is about 1e3 magnitude, rec loss is about 1e6 magnitude. I have tried to scale them to the same magnitude but it didn't seem to help to the final output signal. 3 I tried to implement the paper myself and got bad quality audio signal. There must be some mistakes and i really don't have a clue. @wesbz Have you encounter the problems above? Or have you get promising result with this project?

Have you successfully trained the model?