Through experiments, our goal is to assess: 1. Does the unsupervised mapping method based on our proposed adversarial autoencoder model improve over the best existing adversarial method of <cite>Conneau et al. (2018)</cite> in terms of mapping accuracy and convergence (Section 5.1)?