As Stated, the design of your furniture should go with the theme: contemporary, antique, Georgian or art nouveaux for example. Furniture makers such as The Custom Shoppe will enable you to design your very own good wood furniture, offering a choice of woods and designs appropriate to your general theme.
You Might Have chosen a Shaker motif with easy Solid wood furniture. Shakers used what was available everywhere, such as walnut, birch, cherry and poplar, and some even used maple or beech. You might prefer something more European, with stained dark oak, walnut, or cherry veneer or the exotic cinnamon-colored Asian teak or solid mahogany which has a beautiful deep red shade. Rosewood is another gorgeous wood suitable for most kinds of home furniture layout.
Conventional American furniture, like that available from American Craftsman, might be fashioned from pale oak, apple or cherry, and black American black cherry is quite much in vogue. So is Maple, even though the wood you select should be appropriate to the remainder of the furniture in your room.