Solved the problem at last with the help of a Servicing personnel. After the OS is installed, once we are installing the Audio Driver, the found new hardware wizard pops up, press cancel for the wizard as the Driver CD will directly run a batch and then install the driver. If we continue with the wizard, the batch is not run and the driver will never get installed unless we reinstall the OS.