Implement CutMix

[iver56]

@nicofarr

torch-audiomentations works on tensors with shapes like (batch_size, samples) or (batch_size, channels, samples)

How do you propose CutMix would work when replacing some of the audio in an audio example? Pick audio from a different audio example in the batch? Or load different audio from disk?