We present a data-processing routine for robust measurements of relative arrival times of P and S waves, filtered in different frequency bands and recorded at regional networks of seismological stations. We also analyse the influence of crustal structure on the arrival times of P and S waves, and find that arrival times are generally different in different frequency bands in the presence of sedimentary layers. These findings are illustrated using data from southwestern Scandinavia.