Although the topics that a speaker talks about can be considered as a manifestation of speaker traits, we also perform a control experiment on a different dataset to verify that our model is indeed learning more than just topical information.
we train our models on a speaker annotated version of the Europarl corpus (Rabinovich et al., 2017), on the en-de language pair 6 .