Speech Studio Custom Keyword - Is it possible to further tune/train the model?

Dan Ives 0 Reputation points
2024-02-06T19:51:04.5866667+00:00

Hi - I'm attempting to create a keyword detection model using Speech Studio and the "Custom Keyword" piece. I've had some luck in creating the model and using the "higher correct accepts" version of it, but I wanted to know if it was possible to provide it with more sample data to make it more accurate - e.g. me speaking the phrase itself many times. I couldn't find an option to retrain it, and I'm not sure if it's possible to load the resulting .table model in another service (like huggingface etc.) with the additional data. My knowledge of training AI models is very limited, so I was hoping this tool would make the process of training keyword detection a lot more straight forward. Any help would be greatly appreciated, thank you.

Azure AI Speech
Azure AI Speech
An Azure service that integrates speech processing into apps and services.
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  1. Azar 14,195 Reputation points
    2024-02-06T20:10:08.1033333+00:00

    Hai Dan Ives

    That is a great question thanks for using QandA platform

    i guess the speech Studio's "Custom Keyword" feature does not support retraining the model with additional sample data directly within the tool itself. for morre accuracy, gather more diverse data and consider training a new model using frameworks like TensorFlow. Transfer learning can also refine an existing model. Once improved, deploy the model to your preferred infrastructure. Speech Studio simplifies model creation.

    If this helps kindly accept the answer thanks very much.