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Speech Synthesis with Mixed Emotions. (arXiv:2208.05890v1 [cs.CL])
Aug. 12, 2022, 1:11 a.m. | Kun Zhou, Berrak Sisman, Rajib Rana, B.W.Schuller, Haizhou Li
cs.CL updates on arXiv.org arxiv.org
Emotional speech synthesis aims to synthesize human voices with various
emotional effects. The current studies are mostly focused on imitating an
averaged style belonging to a specific emotion type. In this paper, we seek to
generate speech with a mixture of emotions at run-time. We propose a novel
formulation that measures the relative difference between the speech samples of
different emotions. We then incorporate our formulation into a
sequence-to-sequence emotional text-to-speech framework. During the training,
the framework does not only …
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