Ours starts and stops about the same. Think it is changing rotation, but really never sat down and watched the machine.
Best advice we received was to remove the lint filter in the back, and throw it away. Also make sure the water fiter (in front) is cleaned.
Also check WWW.SPLENDIDE.COM