New American oak in particular gives vanilla flavours. I use it regularly in big Russian Imperial Stouts
Edit - it takes time to draw out flavours from oak. Months plus. I've managed to get the vanilla flavour in 2 weeks using a huge amount of fresh American oak dominoes. In general though I leave the beers in keg with oak for 6-12+ months.