ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
DOI: 10.1109/icassp39728.2021.9413396
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Investigation of Fast and Efficient Methods for Multi-Speaker Modeling and Speaker Adaptation

Abstract: In this paper, we propose a novel method for fast and efficient fewshot TTS task, which is able to disentangle linguistic and speaker representations. Specifically, an adversarial training strategy is firstly employed to wipe out speaker information from the linguistic representations. Then the speaker representations are extracted from audio signals by a speaker encoder with a random sampling mechanism and a speaker classifier, aiming to extract speaker embedding features that are independent of content infor… Show more

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Cited by 1 publication
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