The Number of Training Epochs

leimao / Voice-Converter-CycleGAN

Voice Converter Using CycleGAN and Non-Parallel Data

https://leimao.github.io/project/Voice-Converter-CycleGAN/

MIT License

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The Number of Training Epochs #21

Open Husnain08 opened 5 years ago

Husnain08 commented 5 years ago

Hi Lei Mao, I just wanted to know how many epochs are required to complete the training ? Is there any way where we can stop the training manually and just used the model up to that checkpoint ?

Your help is highly appreciated. Muhammad Husnain

leimao commented 5 years ago

Hi @Husnain08 , We use iterations instead of epochs in this case since all the samples are randomly clipped from speech clips. In my case, I did 400K iterations, and the conversions start to sound more nature. I do admit that I monitor the conversions on development using my ear from time to time during training process, if my memory is correct. Best, Lei