Is white noise machine recommended?

Yes! A study on PubMed found that 80% of babies exposed to white noise fell asleep in a given time period (4.5 minutes) while only 25% of babies not exposed to it fell asleep in the same period. The study says this is likely due to white noise's similarity to intrauterine sound—i.e., what a fetus hears in the womb.