Can't remove media controls from the lockscreen since the android 11 update on my note 10.
to fix this,
change your always on display design once then restart the phone
Any media I have playing at the time including spotify and YouTube music
Didn't work 😞
head to Settings → Lockscreen → Face Widget
Just the lock screen