The Fa-Sol-La project, led by the University of Alicante, has been selected by the Conselleria de Educación, Cultura, Universidades y Empleo, Generalitat Valenciana in Spain, in the context of the "Subvenciones a grupos de investigación emergentes (GE)" call for a duration of two years. This project is a collaboration between the EPITA Research Laboratory, represented by Gonzalo Romero-Garcia and Joseph Chazalon from the TIRF team, and the University of Alicante, represented by Francisco José Castellanos Regalado (PI of the project). Fa-Sol-La is a project that aims to perform Optical Music Recognition (OMR) by use of Few-Shot Learning on a set of documents from the 16^{th} century.