Not sure on the sound, could be a loud fuel pump? Mine makes noise when I'm low on fuel. That's more of a buzz as opposed to a air sound.

The sudder sounds like a transmission slipping. If you lose fuel the rpms would drop not jump. If the transmission was slipping it would shudder and the rpms would jump as the engine starts to free rev.