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Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis

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Main Authors: Ali Raheem, Mandeel, Mohammed Salah, Al-Radhi, Tamás Gábor, Csapó
Format: Book
Language:English
Published: Springer 2023
Subjects:
TTS
fundamental frequency
Online Access:https://link.springer.com/article/10.1007/s11042-022-14005-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7336
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spelling oai:localhost:PNK-73362023-03-30T07:01:36Z Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis Ali Raheem, Mandeel Mohammed Salah, Al-Radhi Tamás Gábor, Csapó TTS fundamental frequency CC BY This paper presents an investigation of speaker adaptation using a continuous vocoder for parametric text-to-speech (TTS) synthesis. In purposes that demand low computational complexity, conventional vocoder-based statistical parametric speech synthesis can be preferable. While capable of remarkable naturalness, recent neural vocoders nonetheless fall short of the criteria for real-time synthesis. We investigate our former continuous vocoder, in which the excitation is characterized employing two one-dimensional parameters: Maximum Voiced Frequency and continuous fundamental frequency (F0). 2023-03-30T07:01:36Z 2023-03-30T07:01:36Z 2023 Book https://link.springer.com/article/10.1007/s11042-022-14005-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7336 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic TTS
fundamental frequency
spellingShingle TTS
fundamental frequency
Ali Raheem, Mandeel
Mohammed Salah, Al-Radhi
Tamás Gábor, Csapó
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
description CC BY
format Book
author Ali Raheem, Mandeel
Mohammed Salah, Al-Radhi
Tamás Gábor, Csapó
author_facet Ali Raheem, Mandeel
Mohammed Salah, Al-Radhi
Tamás Gábor, Csapó
author_sort Ali Raheem, Mandeel
title Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
title_short Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
title_full Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
title_fullStr Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
title_full_unstemmed Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
title_sort investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11042-022-14005-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7336
_version_ 1761821914354941952
score 8.893527

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