The video will have noise and we need to listen to the video and pick the section which have only noise so that we can remove that from the video.
ffmpeg -i input.mp4 -ss 00:00:13.000 -t 00:00:02 noise.wav
The same noise file can be used for cleaning all the videos taken in the that room.