前馈序列记忆网络四倍的相关内容

基于深度前馈序列记忆网络，如何将语音合成速度提升四倍？

小叽导读：我们提出了一种基于深度前馈序列记忆网络的语音合成系统。该系统在达到与基于双向长短时记忆单元的语音合成系统一致的主观听感的同时，模型大小只有后者的四分之一，且合成速度是后者的四倍，非常适合于对内存占用和计算效率非常敏感的端上产品环境。作者：毕梦霄/Mengxiao Bi，卢恒/Heng L...

基于深度前馈序列记忆网络，如何将语音合成速度提升四倍？

研究背景语音合成系统主要分为两类，拼接合成系统和参数合成系统。其中参数合成系统在引入了神经网络作为模型之后，合成质量和自然度都获得了长足的进步。另一方面，物联网设备（例如智能音箱和智能电视）的大量普及也对在设备上部署的参数合成系统提出了计算资源的限制和实时率的要求。本工作引入的深度前馈序列记忆网络...

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更新时间 2024-02-04 10:27:57

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