We describe the Sail Labs Media Mining System (MMS) aimed at the transcription of Castilian Spanish broadcast-news. In contrast to previous systems, the focus of this system is on Spanish as spoken on the Iberian Peninsula as opposed to the Americas. We discuss the development of a Castilian Spanish broadcast-news corpus suitable for training the various system components of the MMS and report on the development of the speech-recognition component using the newly established corpora.