This paper presents a new technique for determining the complex permittivity of building dielectric materials using propagation constant measurements in an x-band (8.5-12.5 GHz) rectangular waveguide. The method involves measuring S-parameters without TRL calibration, enabling the calculation of dielectric constant and loss for materials like air, wood, and cellular concrete. Results validate the technique, showcasing its effectiveness in characterizing low-loss dielectric materials.