My newer Janome started doing this the manual said change needle, check threading of machine, possible wrong needle for what you are sewing. I tell you I had an old Pfaff (electonic) never once did I ever have this happen but that machine died.
Anyways I put in a new needle and rethreaded and seems to be okay now. Good luck I know how frustrating this can be.