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Can I use an English dataset for this repo? #7
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No, you just have to prepare the English dataset |
I can see that your dataset is relatively small, so the number of update steps per epoch is only 5. Have your try a longer run and check if the behavior remains. Take a look at the vocab.json file whether it contains the correct English characters. |
Encountered the same problem even with larger dataset (91 steps and 20 epochs). |
I have not tried on other language datasets yet. Can you share more information about your dataset, config, tensorboard,… |
i can see that your model did not converge yet, train loss is still high. Try increase the lr higher for faster training |
Ping me at mail khanhld218@gmail.com for better debugging since I rarely check the GitHub notifications |
Already, thanks |
Is it possible to get an update on this question? What is the minimum size of the dataset? I want to train the model with a 20mins dataset. Do you think it is possible?
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Subject: Re: [khanld/ASR-Wav2vec-Finetune] Can I use an English dataset for this repo? (Issue #7)
Ping me at mail ***@***.******@***.***> for better debugging since I rarely check the GitHub notifications
Already, thanks
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I will take a look at my codes and run some experiments on english datasets and response to you soon @Shaobo-Z |
In the source code, you used Vietnamese for training and validation. If I want to fine-tune a model that is in English and has English dataset, is there anything that I should change?
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