It is well known that the cry sound produced by an infant conveys information concerning the infant’s health or needs. In this paper, an Hidden Markov Model (HMM) based system for classification and monitoring of infants cry is presented. Classification tests among seven infants with cleft palate, with/without a palatal plate were performed in three forms: (1) age and subject dependent (2) age ...