When my Janome starts making noises, it's one of three things:
1. it needs a new needle (it should be a new needle for every 8 hours of sewing you do on your machine
2. the bobbin case is compacted with lint
3. the whole bottom of the sewing machine is linted up and I need to take it apart, clean and oil the parts.