In this paper, the motivation for the development of a 1000 isolated-word, speaker-independent speech recognition for Spanish is first introduced. Then the database collection is explained with some details. An approach to build an speech recognition system for the previous task is described later, which is essentially similar to other published approaches used for continuous speech. Finally, some preliminary experiments towards the development of the system are also presented.