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This paper presents our work on acoustic-to-articulatory inversion mapping, in which, the articulatory data is the MRI series for articulators on mid-sagittal plan. Deep architectures based on restricted Boltzmann machine (RBM) and linear regression are employed to construct the audio-visual mapping. We test two architectures to initialize the neural network: the bottom-up stacked RBM with top regression...
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