Noise cancellation headphones that will block out loud things or ambulances approaching you, sitting exposed on a motor strapped to two wheels at a high speed? Yes. That is different from driving in a Lexus.

I drive a car and ride a bicycle and an e-bike in Miami. The ANC isn’t that magical, I hear plenty of out of the algorithm noises (ambulances, etc). Head on a swivel and look straight.