I went and translated the tracklist, learning a lot about flowers along the way. I usually looked up the plant in the Japanese Wikipedia and then went with the scientific name (most of the time in latin). I've added an alternate tracklist using no/less latin.
Code:
Cercis Chinensis -> Chinese Redbud
Trifolium Repens -> White Clover
Allium -> Garlic [though Allium is a genus]
Cendrillon -> Sweet Violet
Aster Tataricus -> Tatarinow's Aster [duh...]
Anemone Coronaria -> Poppy Anemone
Cosmos Bipinnatus -> Garden Cosmos