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fixed small spelling mistakes (#2551)

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Wouter van der Velde
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## Fine-tuning
Fine-tuning takes a pre-trained model, and retrains it to improve the model performance on a different task or dataset.
Fine-tuning takes a pre-trained model and retrains it to improve the model performance on a different task or dataset.
In 🐸TTS we provide different pre-trained models in different languages and different pros and cons. You can take one of
them and fine-tune it for your own dataset. This will help you in two main ways: