Thank you for showing Avi Dandiya! I shouldn't tell where he is speaking from.
I have watched him on a lesser known Indian channel ZSLAM and clips on Pakistan's PTV.
The conversation is taking place between Rajnath minister of interior and Satish Kumar asstt sec of defense, India. I also recognize the female voice because she calls me on and off - Vijay Laxmi Pandit Jr of RSS.