We present an approach to automatic com-
poser recognition based on learning recurring
patterns in music by grammatical inference.
These patterns are more flexible than, for in-
stance, commonly used Markov chains. The
induced patterns are subsequently used in a
regular-expression based classifier. We show
that this approach yields promising classifi-
cation results and allows investigation of in-
duced composer-typical sequential structure.