Have you checked the bobbin area and cleaned it? Does it have the brown magnetic ring under the bobbin? Is it in place?
Does this happen in other stitch modes? Zig-zag or decorative stitches? Is this a combo (sewing/embroidery) machine?
The machine may need a service check or cleaning from the repair shop. Good luck!