The compensating ability of the articulatory control system implies its ability to solve the so-called inverse problem providing the reorganization of neuromotor commands to retain acoustic paramters of the speech signal in phonetic range. The mathematical aspects of inverse problem solving in application to speech production and speech recognition are considered.