I wonder how much benefit you would get from targeting specific microphone/speaker setups for noise cancelling rather than treating everything the same. I would

I wonder how much benefit you would get from targeting specific microphone/speaker setups for noise cancelling rather than treating everything the same. I would imagine that the noise cancellation requirements are far different for someone video conferencing over a laptop mic and speaker versus a good pair of Bose headphones. If you could specify what type of device you are using it could tune the noise cancellation accordingly - if I am using a good pair of headphones, I don't need echo cancellation, but I still need to filter out some amount of background noise.