TEXT TO AUDIO CONVERSION WITH STYLE CONDITIONING
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United States of America
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Issued Date -
Feb 13, 2025
app pub date -
Aug 11, 2023
filing date -
Aug 11, 2023
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Abstract
A style encoder can be trained to encode audio style and audio characteristics into selected regions of a style vector. The style vector can be used to condition a text to speech (TTS) model to generate speech with human-understandable and controllable styles. Various training strategies of the style encoder are described, including a first, second and third training strategy that can be used to disentangle audio styles into selected regions of a style vector. The distinct regions of the style vector can be used to provide numerous customization options to a user of the described system, along with tools to generate speech with a speaker identity and using selected audio styles and characteristics.
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