High-Quality Text-to-Speech Implementation via Active Shallow Diffusion Mechanism

High-Quality Text-to-Speech Implementation via Active Shallow Diffusion Mechanism

Denoising diffusion probabilistic models (DDPMs) have proven to be useful in text-to-speech (TTS) tasks; however, it has been a challenge for traditional diffusion models to carry out real-time processing because of the need for hundreds of sampling steps during the iteration. In this work, a two-st...

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Bibliographic Details
Main Authors: Junlin Deng, Ruihan Hou, Yan Deng, Yongqiu Long, Ning Wu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
Subjects:
text-to-speech
speech synthesis
diffusion probabilistic model
MixGAN
mel-spectrogram
Online Access:https://www.mdpi.com/1424-8220/25/3/833
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