While in data-driven SLU research typically pipeline-based systems are applied, a few joint approaches have been proposed (Deoras et al., 2013;Wang and Acero, 2006b;Bayer and Riccardi, 2012).
the work presented here is most similar to the approach presented by Wang and Acero (2006b).