Retraining Functionality

#1

Hello!
I am confused about the retrain function and doing manually and firstly DSP analysis and then Neural Network training. Is there a difference between them? Does Retrain function helps our Neural Network not to forget what it has already learned when a new data is added after the last training? Is there a regularization or replaying technique used in the system?

Thanks in advance!

#2

Hi @selinay,

The retrain function is a shortcut for generating DSP features + training the Neural Network(s). This is particularly useful when you add new training data samples as it generates and trains your data with one single click.

Aurelien

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