Greetings Naweed Parkar,
Welcome to Apple Support Communities. Thanks for reaching out to us with this trouble you're having with your AirPods. We suggest restarting the AirPods. If this issue persists, reset the AirPods to factory settings. The steps to perform both can be found here:
Unpair, restart, or reset your AirPods
Next, check your settings. See if turning off Dolby Atmos clears this up for you:
Settings > Music > Dolby Atmos switch off.
If you continue to have this trouble, get in touch with Apple Support for further assistance:
Get Support
We hope this helps you.
Cheers!