I think it was the needle, just changed it and did a test stitch. It even sounded smoother, no more snick sounds, and the stitches even look better, no puckering of the fabric either. WOW I must say, I did not realize that a dull needle would make such a difference.
Thank you everyone, and I hope that this thread is able to help others as well!