Bound-state spectra of shifted Deng-Fan oscillator potential are studied by means of a generalized pseudospectral method. Very accurate results are obtained for \emph{both low as well as high} states by a non-uniform optimal discretization of the radial Schr"odinger equation. Excellent agreement with literature data is observed in \emph{both -wave and rotational} states. Detailed variation of energies with respect to potential parameters is discussed. Application is made to the ro-vibrational levels of four representative diatomic molecules (H, LiH, HCl, CO). Nine states having are calculated with good accuracy along with 15 other higher states for each of these molecules. Variation of energies with respect to state indices , show \emph{behavior} similar to that in the Morse potential. Many new states are reported here for the first time. In short, a simple, accurate and efficient method is presented for this and other similar potentials in molecular physics.

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