Training Time delay Neural Network (tdnn) using Adam optimizer

I have built the following network using tdnn class in deep learning toolbox. Now I wanna train it using 'adam' optimizer. Is it possible?

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You may train it with any of the functions documented here. You may also refer to this for greater detail. Unfortunately, there is no adam optimizer function for training a time delay neural network.

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