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We propose a method for the automated delineation of cortical regions of interest as a basis for the anatomo---functional parcellation of the human auditory cortex using neuroimaging. Our algorithm uses the properties of the cortical surface, and employs a recent hierarchical part---based pattern recognition strategy for a semantically correct labelling of the temporal lobe. The anatomical landmarks are finally combined to obtain an accurate separation and parametrisation of two auditory cortical regions. Experimental results show the good performance of the approach that was automated using simplified atlas information.