Measurement of total temperature implemented at short duration of wind tunnel regime. Technique of estimation of thermocouple instrumental function was proposed. Developed algorithm allows improving accuracy of evaluation of the flow temperature. Smoothing splines effectively suppress random noise in processing of signals.