Below is a link to the video I took showing my problem.
https://www.youtube.com/watch?v=_2zS8k44_dQ
My family's mechanic said that noise is due to the master cylinder pressure sensor going bad, furthermore the pressure sensor that needs to be replaced is "integrated to the master cylinder"...