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The Secret Source : Incorporating Source Features to Improve Acoustic-to-Articulatory Speech Inversion

By Yashish Siriwardena and Carol Espy-Wilson
In this work, we incorporated acoustically derived source features, aperiodicity, periodicity and pitch as additional targets to an acoustic-to-articulatory speech inversion (SI) system. We also propose a Temporal Convolution based SI system, which uses auditory spectrograms as the input speech representation, to learn long-range dependencies and complex interactions between the... Show more
October 29, 2022
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The Secret Source : Incorporating Source Features to Improve Acoustic-to-Articulatory Speech Inversion
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