Adding sample_rate as a saved parameters form training or data collection.

[agoodmanjerry]

Now we need to explicitly specify the sample_rate in the inference, but the sample_rate should be dependent of the training, so we should treat sample_rate as a parameter in the data collection and save that in the config of training.