The sitter appears to be Roberts' wife, Sarah. Both she and their son John were enthusiastic guitar players and would attend festivals in Spain.
The subject of a figure playing the guitar was one to which Roberts returned on a number of occasions. One such drawing, exhibited at the Royal Academy, Paintings and Drawings by William Roberts, R.A., 1975, no. 3, shows a girl receiving a guitar lesson.