A communication system includes at least one first device and at least one second device which are linked in a manner that enables data transfer with each other. The first device enables the speech signal that it receives as the input to be expressed in terms of the energy functions representing the energy patterns, information functions representing the information patterns and the noise functions of the frames of the real speech samples; and transfers the indexes of these functions in the database and the frame gain factor of each frame to the second device. The second device finds the functions via the indexes from the copy database which is a copy of the database and reconstructs the speech signal by these functions and the frame gain factor, enabling it to be provided as the voice output.