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Help making Italian Vocoder/Synthesizer #697
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Please start by reading my advice on training. This contains the link to training documentation: #431 (comment) If I were doing this, I would reuse the encoder and vocoder models. For the synthesizer, you have the option of training from scratch or finetuning the English model. Training from scratch should give better pronunciation and prosody. Finetuning will reduce training time and possibly have better voice similarity. If you finetune, modify the text cleaner to remove diacritics from vowels (change à to a, è and é to e, etc.). This is necessary since the English synthesizer does not include these characters in symbols.py. |
So, I tried doing what you told me to do and everything was doing well until the synthesizer_train.py command... I also noticed those weird symbols inside the SV2TTS/synthesizer/train.txt file...
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I don't have time to fully troubleshoot issues, but this may help. If not, you'll need to figure it out yourself. Weird characters in train.txtProblem may be coming from this line, which reads the transcripts:
Try adding utf-8 file encoding.
Error running synthesizer_train.pyFor a soluton to:
Please see #669 (comment) for a workaround. We set num_workers=0 on Windows. |
Thanks! Now both errors got solved... but it's really slow (the 20000 steps train command)... also idk why it says |
Nevermind I had the cpu version of pytorch installed... |
HI, can you release the Italian models you trained? How do I set it up? I want to clone voices in this language. |
@ArianaGlande |
@ArianaGlande I'm also looking for it. If you managed to do that, it would be very helpful sharing that with us. Thanks |
I'm trying to do the same and as @blue-fish said (if I got it correct) I just need to train the synthesizer so I have to skip the first steps in https://github.com/CorentinJ/Real-Time-Voice-Cloning/wiki/Training#datasets until I reach the: |
@ArianaGlande Hi, how did you manage to preprocess the italian dataset into the format the scripts accept? |
can please someone upload the pretrained models? |
Let's suppose I got the Italian dataset from here (ASR one, flac) http://www.openslr.org/94/
How am I supposed to create all the pretrained models from it (the .pt files, for vocoder, synthesizer and encoder)?
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