Publication: Algorithm Allows Changing the Required Voice to a Predetermined One Using a Surrogate Voice
Дата
2022
Авторы
Afonichkina, P. Y.
Silnov, D. S.
Leonova, N. M.
Modyaev, A. D.
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© 2022 IEEE.This article describes the algorithm for changing the input voice to a predefined voice. The main principle and new principle of the algorithm is the creation of a surrogate voice, the use of which will significantly reduce the time spent on the operation of the algorithm. The work consists of 3 main stages: training the neural network model according to the given parameters of the initial voice; calculation of filters that affect the characteristics of speech: tempo, speed, intonation, defects, as well as musical characteristics; applying the received filters to the input - variable voice.
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Цитирование
Algorithm Allows Changing the Required Voice to a Predetermined One Using a Surrogate Voice / Afonichkina, P.Y. [et al.] // Proceedings of the 2022 Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2022. - 2022. - P. 4-7. - 10.1109/ElConRus54750.2022.9755465