This is the one thing I dislike about Apple Airpods. I also don't like the connection sound effect because it adds a needless 2 second delay. Would love to get rid of both sound effects.
Bluetooth link negotiation happens in a few dozens of milliseconds. Any perceptible delay is down to the host operating system setting up audio drivers. The headset can't know what the host is doing or even that there is a delay.