An on-line Spanish-Spanish Sign Language (LSE) translation system is presented in which Spanish speech content is translated into LSE to provide Spanish deaf people access to the speech information. It is cloud-based, built over a speech recognition module, a transfer-based machine translation module and a Sign Language synthesis module that employs an avatar-like technology to present the signed content.