Is white noise machine recommended?

I don't think there's a need to specifically purchase a machine for that. You can just hug your baby close and do a "shhh" sound in his ear. I downloaded a white noise app too, but it wasn't very effective for my baby as she cried when she needed to (i.e. hunger, dirty nappy, scared), so white noise wouldn't stop the cause of her crying.