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In order to solve the problem of many to many mapping between speech and lip in visual speech synthesis, this paper proposed a method based on two-level HMM for visual speech synthesis, which combined the context of audio and mouth effectively, solved many to many correspondence between audio and mouth, synthesized accurate, coherent and natural mouth sequence. And this way is also roboticized completely.
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