Improve microphone noise cancellation on Android

My Xiaomi earbuds have terrible microphone noise cancellation (they actually seem to amplify noise). Is there any way (preferably an app) to improve microphone noise cancellation system-wide on Android, so that all apps, including video/audio calls, have better noise suppression? **Clarification**: By noise cancellation, I mean trying to block out a noisy environment from being picked up on a recording/ heard by the other person on the call.