Comments (7)
Can you share your training loss graph?
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From the TensorBoard. I guess 200 epochs, or 1000 global steps are far from enough. Note that the paper said they trained for 2 million global steps. And I think that's one of the biggest reasons why people including me have had difficulties getting a good result. (The other reason is, of course, some possible bugs in the implementation. But it's also true that mostly we don't have enough gpus or time or patience!) But the training curve keeps slowly decreasing, I think that's a good sign.
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@hmubarak I have the same problem here with yours.
All of the generated voice is like this:
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@candlewill As said before, we need to be more patient with the training. 800 global steps is very unlikely to yield good results.
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I faced the same problem. Did you solve this problem by keeping training?(i am now over 26k steps)
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@candlewill @Kyubyong @hmubarak How did you solve this issue? I trained for almost 50k steps. But still when I synthesize using synthesize.py, it is generating empty wavs. Can you please solve this issue?
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Related Issues (20)
- Can anyone guide me how to get Audio out from eval.py file for testing ?? HOT 1
- Bus error: 10 at training HOT 6
- How to synthesize long sentences?
- About the performance of synthesis
- speaker adaption : not to update the encoder parameters
- ref_db=20, max_db=100, Where did these values come from? statistics?
- Generated wave were empty HOT 8
- I've uploaded Donald Trump speeches and transcripts HOT 1
- error in utils,py
- How can we exploit forced alignments?
- Error in data_load.py---TypeError: a bytes-like object is required, not 'str'
- Segmentation fault on training HOT 1
- Get MelSpectogram for wavenet
- IOError: [Errno 2] No such file or directory: '/data/private/voice/LJSpeech-1.0/transcript.csv'
- IOError: [Errno 2] No such file or directory: '/data/private/voice/LJSpeech-1.0/transcript.csv' HOT 1
- Transcript.csv file? HOT 1
- Different result in train and eval and synthesize mode
- how much it takes to train and on what hardware?
- Tensorflow error
- [CONTRIBUTION] Speech Dataset Generator
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