1. A method for capturing multi-media of an area of interest in plurality of areas using plurality of multi-media capturing devices, comprising: receiving, by a multi-media capturing control unit, feeds from each of plurality of multi-media capturing devices, wherein the feeds comprises speech data and at least one of gaze data, dynamics data and gesture data of corresponding plurality of areas; analyzing, by a multi-media capturing control unit, the feeds to obtain one or more multi-media parameters associated with the plurality of areas, wherein the one or more multi-media parameters comprises video activity parameter, audio activity parameter, gaze directed parameter, directional phrase parameter and directional gesture Parameters of each of the plurality of areas; determining, by the multi-media capturing control unit, interest index for each of the plurality of areas based on the one or more multi-media parameters, weightage parameters and time parameter; and identifying, by the multi-media capturing control unit, an area of interest from the plurality of areas based on the interest index, for capturing multi-media of the area of interest.