The goal of this preliminary study is to present comparative results on syllable category identification in automatic, expertise and perceptive tests. The identification task deals with the only prosodic cues (fundamental frequency, duration, energy, pause), without any reference to the phonetic or linguistic layer. To validate this study, we used the same corpus and homogenized as much as possible the conditions of the various tests.