InvalidArgumentError when batchsize >8. How to use batchsize properly with generator?

Question

When I run these generators (for LSTM) with a batchsize above 1 I get the following error:

InvalidArgumentError:  Incompatible shapes: [8,30,10] vs. [8,10]
     [