The "whining" or high-pitched "singing" sound often heard from trains is primarily caused by electromagnetic noise from the traction motors and the variable-frequency drives (VFDs) that control them. In 2026, modern electric and diesel-electric locomotives use "Pulse-Width Modulation" (PWM) to regulate power to the motors. As the frequency of the electricity switches rapidly to control the train's speed, it causes the internal components of the motor to vibrate at high frequencies, creating that characteristic electronic whine that changes pitch as the train accelerates. Another source is "Rail Squeal," which occurs when a train’s wheels "slip and stick" as they travel around a curve; the friction between the steel wheel and the steel rail causes the wheel to vibrate like a giant bell. Finally, a mechanical "whine" can also be caused by a turbocharger defect in a diesel engine, which can sound like a distant air-raid siren and usually indicates that the locomotive is in need of maintenance.