深度学习语音合成技术研究

Research on deep learning speech synthesis technology

语音合成在人机交互中扮演着重要角色,伴随着深度学习的发展,语音合成也进入新的发展阶段。文章对基于深度学习的语音合成系统进行研究,总结分析深度学习语音合成特点,并详细介绍四个深度学习语音合成系统。这四个系统包含了单说话人、多说话人和任意说话人的语音合成,分析这些系统可以学习基于深度学习语音合成系统的原理,为研究人员提供重要的参考价值。

Speech synthesis plays an important role in human-machine interaction.With the development of deep learning,speech synthesis has entered a new stage.This paper studies deep learning based speech synthesis systems,summarizes and analyzes the characteristics of deep learning speech synthesis,and introduces in detail four deep learning based speech synthesis systems.Analyzing these systems can learn the theory of deep learning speech synthesis systems,providing researchers with important reference.