Before revision:  Firstly, we introduce the phonemes as our modeling units for the multilingual setting . Similar phoneme always leads to similar visual patterns .
After revision:  Firstly, we introduce the phonemes as our modeling units for the multilingual setting here. Phonemes are more closely related with the lip movements than the alphabet letters. At the same time, similar phonemes always lead to similar visual patterns .