The caveat has to be made that this is a pilot study, with a limited number of samples per class; the results will be reviewed and verified with larger databases and crowdsourced ratings collected in the future.
the results lend further weight to the assumption that crowdsourcing can be applied as a reliable annotation source for computational paralinguistics given a sufficient number of raters and suited measurements of their reliability.