Our data is drawn from Part 1 of the Fisher English speech corpus (Cieri et al., 2004c), which contains audio recordings (Cieri et al., 2004a) and manual transcriptions (Cieri et al., 2004b) of telephone conversations.
the learned representations we consider explain which words appear in a document d via a latent, lowerdimensional representation θ (d) .