The thesis analyses MIDI recordings of a performance of a wind instrument player and deduces conclusions regarding the level of imperfection that is characteristic for an interpretation of a musical score. It consequently considers options of reconstruction of such imperfection using computer-understandable transcription of the given score (i.e. also MIDI data). The thesis compares present methods and means of humanization which use only limited possibilities of generating parameter deviations using simple pseudorandomness and, based on the analysis of the input MIDI material, outlines or directly develops their possible improvements.