1.Open the audio file in audacity.
The marked region in the audio waveform above is white noise. Now we have to sample a bit from this region.
2. Select a tiny region of white noise from the waveform.
3. Go to Effects> Noise Removal
4. And click on 'Get Noise Profile'
5. Now Select the whole waveform and repeat step 3. And Click 'OK'