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Biomedical Commons

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Medicine and Health Sciences

MSU Graduate Theses

2022

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Speaker Encoding For Zero-Shot Speech Synthesis, Tristin W. Cory Jan 2022

Speaker Encoding For Zero-Shot Speech Synthesis, Tristin W. Cory

MSU Graduate Theses

Spoken communication, for many, is an essential part of everyday life. Some individuals can lose or not be born with the ability to speak. To function on a day-to-day basis, these individuals find other ways of communication. Adaptive speech synthesis is one of those ways. It recreates a user’s previous voice or creates a voice that blends with their regional dialect. Current adaptive speech synthesis techniques that achieve human-like speech require thirty minutes, to a few hours of high-quality audio recordings of a target speaker. This amount of recorded audio is not commonly possessed by people in need of a …