why transmittion makes noise at low speed. locked up at higher speed

The 7th generation corolla came with a defective automatic transmission... it sounds like yours is getting closer to death so start saving up my friend to get it fixed.. I personally have a manual corolla... and after you fix it expect for it to last you maybe 150000 miles or less.. no fix to that, its just going to give you a hard time.