Shimla : Two people were swept away by the icy waters of the Beas river in the Kullu valley of Himachal Pradesh Monday .
Police said six tourists were crossing the river on a raft when it overturned near Kullu town .
Their guides were able to save four people but two of them were drowned .
The deceased are a woman from Aligarh and a man from Gaya .