I hardly ever hear things that are less than a year old, so I am interpreting this as "Albums that I heard for the first time this year", in which case I am going to go with Richard and Linda Thompson's Pour Down Like Silver, Low's Drums and Guns, and the first disc by The Magic Numbers.