Could be the bearings, when they go you will hear a screeching or whinning noise. I guess it is possible it could be a "grinding" noise as well. If your mechanically minded take it apart and check the bearings. If not, evaluate the cost of servicing the unit against running it into the ground. Could be something entirely different as well :-)

**Could not watch video so my comments may be off**