In this paper normalization of audio signals for the needs of machine learning is analyzed. Here, the focus is on loudness normalization and possible effects valuable in modern approaches. The results ...

Batch normalization is a technique used in machine learning to normalize the inputs of each layer of a neural network. The normalization is performed on a batch of training examples, hence the name ...