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articles/cognitive-services/Speech-Service/how-to-custom-speech-train-model.md

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In this article, you'll learn how to train and deploy Custom Speech models. Training a speech-to-text model can improve recognition accuracy for the Microsoft baseline model. You use human-labeled transcriptions and related text to train a model. And you use these datasets, along with previously uploaded audio data, to refine and train the speech-to-text model.
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> [!NOTE]
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> You pay to use Custom Speech models, but you are not charged for training a model.
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## Use training to resolve accuracy problems
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If you're encountering recognition problems with a base model, you can use human-labeled transcripts and related data to train a custom model and help improve accuracy. To determine which dataset to use to address your problems, refer to the following table:

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