Valve train noise in engines is often caused by excessive clearance in internal parts, broken valve springs, or worn camshaft lobes. Common noise types include moderate clicking from excessive varnish or leak down, loud rapping from stuck plungers or dirt, general noise from oil weight or supply issues, and intermittent clicking due to dirt obstructing lifter function. Diagnosing and correcting these noises can be complex due to the multitude of potential causes.