Due to the constraints mentioned above more and more researchers have been turning to crowdsourcing as a means of gathering large quantities of data.
crowdsourcing has been extensively used for annotations as well as transcriptions (Gruenstein et al., 2009;Hipp et al., 2013;Rashtchian et al., 2010).