Lot of these are available. You need to know the dimensions. Parts Express and others have them for sale. You may have more success calling them "surrounds".
It occurs to me that you may actually mean the gasket between the woofer and the cabinet. If so, use pretty much anything that will seal. You can use foam stripping for window and doors, or even silicon caulking ( but this is not easily removable).